├── LICENSE ├── README.md ├── generate_librimix.sh ├── metadata ├── Libri2Mix │ ├── Storage_info.txt │ ├── libri2mix_dev-clean.csv │ ├── libri2mix_dev-clean_info.csv │ ├── libri2mix_test-clean.csv │ ├── libri2mix_test-clean_info.csv │ ├── libri2mix_train-clean-100.csv │ ├── libri2mix_train-clean-100_info.csv │ ├── libri2mix_train-clean-360.csv │ └── libri2mix_train-clean-360_info.csv ├── Libri3Mix │ ├── Storage_info.txt │ ├── libri3mix_dev-clean.csv │ ├── libri3mix_dev-clean_info.csv │ ├── libri3mix_test-clean.csv │ ├── libri3mix_test-clean_info.csv │ ├── libri3mix_train-clean-100.csv │ ├── libri3mix_train-clean-100_info.csv │ ├── libri3mix_train-clean-360.csv │ └── libri3mix_train-clean-360_info.csv ├── LibriSpeech │ ├── dev-clean.csv │ ├── test-clean.csv │ ├── train-clean-100.csv │ └── train-clean-360.csv └── Wham_noise │ ├── dev.csv │ ├── test.csv │ └── train.csv ├── requirements.txt └── scripts ├── augment_train_noise.py ├── create_librimix_from_metadata.py ├── create_librimix_metadata.py ├── create_librispeech_metadata.py └── create_wham_metadata.py /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 JorisCos 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ### About the dataset 2 | LibriMix is an open source dataset for source separation in noisy 3 | environments. It is derived from LibriSpeech signals (clean subset) 4 | and WHAM noise. It offers a free alternative to the WHAM dataset 5 | and complements it. It will also enable cross-dataset experiments. 6 | 7 | ### Generating LibriMix 8 | To generate LibriMix, clone the repo and run the main script : 9 | [`generate_librimix.sh`](./generate_librimix.sh) 10 | 11 | ``` 12 | git clone https://github.com/JorisCos/LibriMix 13 | cd LibriMix 14 | ./generate_librimix.sh storage_dir 15 | ``` 16 | 17 | Make sure that SoX is installed on your machine. 18 | 19 | For windows : 20 | ``` 21 | conda install -c groakat sox 22 | ``` 23 | 24 | For Linux : 25 | ``` 26 | conda install -c conda-forge sox 27 | ``` 28 | 29 | You can either change `storage_dir` and `n_src` by hand in 30 | the script or use the command line. 31 | By default, LibriMix will be generated for 2 and 3 speakers, 32 | at both 16Khz and 8kHz, 33 | for min max modes, and all mixture types will be saved (mix_clean, 34 | mix_both and mix_single). This represents around **430GB** 35 | of data for Libri2Mix and **332GB** for Libri3Mix. 36 | You will also need to store LibriSpeech and wham_noise_augmented during 37 | generation for an additional **30GB** and **50GB**. 38 | Please refer to 39 | [this section](#Features) if you want to generate less data. 40 | You will also find a detailed storage usage description in each metadata folder. 41 | 42 | 43 | ### Features 44 | In LibriMix you can choose : 45 | * The number of sources in the mixtures. 46 | * The sample rate of the dataset from 16 KHz to any frequency below. 47 | * The mode of mixtures : min (the mixture ends when the shortest source 48 | ends) or max (the mixtures ends with the longest source) 49 | * The type of mixture : mix_clean (utterances only) mix_both (utterances + noise) mix_single (1 utterance + noise) 50 | 51 | You can customize the generation by editing ``` generate_librimix.sh ```. 52 | 53 | ### Note on scripts 54 | For the sake of transparency, we have released the metadata generation 55 | scripts. However, we wish to avoid any changes to the dataset, 56 | especially to the test subset that shouldn't be changed under any 57 | circumstance. 58 | 59 | ### Why use LibriMix 60 | More than just an open source dataset, LibriMix aims towards generalizable speech separation. 61 | You can checkout section 3.3 of our paper [here](https://arxiv.org/pdf/2005.11262.pdf) for more details. 62 | 63 | ### Related work 64 | If you wish to implement models based on LibriMix you can checkout 65 | [Asteroid](https://github.com/mpariente/asteroid) and the 66 | [recipe](https://github.com/mpariente/asteroid/tree/master/egs/librimix/ConvTasNet) 67 | associated to LibriMix for reproducibility. 68 | 69 | Along with LibriMix, SparseLibriMix a dataset aiming towards more realistic, conversation-like scenarios 70 | has been released [here](https://github.com/popcornell/SparseLibriMix). 71 | 72 | (contributors: [@JorisCos](https://github.com/JorisCos), [@mpariente](https://github.com/mpariente) and [@popcornell](https://github.com/popcornell) ) 73 | 74 | ### Citing Librimix 75 | 76 | ```BibTex 77 | @misc{cosentino2020librimix, 78 | title={LibriMix: An Open-Source Dataset for Generalizable Speech Separation}, 79 | author={Joris Cosentino and Manuel Pariente and Samuele Cornell and Antoine Deleforge and Emmanuel Vincent}, 80 | year={2020}, 81 | eprint={2005.11262}, 82 | archivePrefix={arXiv}, 83 | primaryClass={eess.AS} 84 | } 85 | ``` 86 | -------------------------------------------------------------------------------- /generate_librimix.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | set -eu # Exit on error 3 | 4 | storage_dir=$1 5 | librispeech_dir=$storage_dir/LibriSpeech 6 | wham_dir=$storage_dir/wham_noise 7 | librimix_outdir=$storage_dir/ 8 | 9 | function LibriSpeech_dev_clean() { 10 | if ! test -e $librispeech_dir/dev-clean; then 11 | echo "Download LibriSpeech/dev-clean into $storage_dir" 12 | # If downloading stalls for more than 20s, relaunch from previous state. 13 | wget -c --tries=0 --read-timeout=20 http://www.openslr.org/resources/12/dev-clean.tar.gz -P $storage_dir 14 | tar -xzf $storage_dir/dev-clean.tar.gz -C $storage_dir 15 | rm -rf $storage_dir/dev-clean.tar.gz 16 | fi 17 | } 18 | 19 | function LibriSpeech_test_clean() { 20 | if ! test -e $librispeech_dir/test-clean; then 21 | echo "Download LibriSpeech/test-clean into $storage_dir" 22 | # If downloading stalls for more than 20s, relaunch from previous state. 23 | wget -c --tries=0 --read-timeout=20 http://www.openslr.org/resources/12/test-clean.tar.gz -P $storage_dir 24 | tar -xzf $storage_dir/test-clean.tar.gz -C $storage_dir 25 | rm -rf $storage_dir/test-clean.tar.gz 26 | fi 27 | } 28 | 29 | function LibriSpeech_clean100() { 30 | if ! test -e $librispeech_dir/train-clean-100; then 31 | echo "Download LibriSpeech/train-clean-100 into $storage_dir" 32 | # If downloading stalls for more than 20s, relaunch from previous state. 33 | wget -c --tries=0 --read-timeout=20 http://www.openslr.org/resources/12/train-clean-100.tar.gz -P $storage_dir 34 | tar -xzf $storage_dir/train-clean-100.tar.gz -C $storage_dir 35 | rm -rf $storage_dir/train-clean-100.tar.gz 36 | fi 37 | } 38 | 39 | function LibriSpeech_clean360() { 40 | if ! test -e $librispeech_dir/train-clean-360; then 41 | echo "Download LibriSpeech/train-clean-360 into $storage_dir" 42 | # If downloading stalls for more than 20s, relaunch from previous state. 43 | wget -c --tries=0 --read-timeout=20 http://www.openslr.org/resources/12/train-clean-360.tar.gz -P $storage_dir 44 | tar -xzf $storage_dir/train-clean-360.tar.gz -C $storage_dir 45 | rm -rf $storage_dir/train-clean-360.tar.gz 46 | fi 47 | } 48 | 49 | function wham() { 50 | if ! test -e $wham_dir; then 51 | echo "Download wham_noise into $storage_dir" 52 | # If downloading stalls for more than 20s, relaunch from previous state. 53 | wget -c --tries=0 --read-timeout=20 https://my-bucket-a8b4b49c25c811ee9a7e8bba05fa24c7.s3.amazonaws.com/wham_noise.zip -P $storage_dir 54 | unzip -qn $storage_dir/wham_noise.zip -d $storage_dir 55 | rm -rf $storage_dir/wham_noise.zip 56 | fi 57 | } 58 | 59 | LibriSpeech_dev_clean & 60 | LibriSpeech_test_clean & 61 | LibriSpeech_clean100 & 62 | LibriSpeech_clean360 & 63 | wham & 64 | 65 | wait 66 | 67 | # Path to python 68 | python_path=python 69 | 70 | # If you wish to rerun this script in the future please comment this line out. 71 | $python_path scripts/augment_train_noise.py --wham_dir $wham_dir 72 | 73 | for n_src in 2 3; do 74 | metadata_dir=metadata/Libri$n_src"Mix" 75 | $python_path scripts/create_librimix_from_metadata.py --librispeech_dir $librispeech_dir \ 76 | --wham_dir $wham_dir \ 77 | --metadata_dir $metadata_dir \ 78 | --librimix_outdir $librimix_outdir \ 79 | --n_src $n_src \ 80 | --freqs 8k 16k \ 81 | --modes min max \ 82 | --types mix_clean mix_both mix_single 83 | done 84 | -------------------------------------------------------------------------------- /metadata/Libri2Mix/Storage_info.txt: -------------------------------------------------------------------------------- 1 | 842M Libri2Mix/wav16k/max/dev/s2 2 | 842M Libri2Mix/wav16k/max/dev/mix_single 3 | 842M Libri2Mix/wav16k/max/dev/mix_clean 4 | 842M Libri2Mix/wav16k/max/dev/s1 5 | 842M Libri2Mix/wav16k/max/dev/mix_both 6 | 842M Libri2Mix/wav16k/max/dev/noise 7 | 5.0G Libri2Mix/wav16k/max/dev 8 | 9 | 23G Libri2Mix/wav16k/max/train-360/s2 10 | 23G Libri2Mix/wav16k/max/train-360/mix_single 11 | 23G Libri2Mix/wav16k/max/train-360/mix_clean 12 | 23G Libri2Mix/wav16k/max/train-360/s1 13 | 23G Libri2Mix/wav16k/max/train-360/mix_both 14 | 23G Libri2Mix/wav16k/max/train-360/noise 15 | 133G Libri2Mix/wav16k/max/train-360 16 | 17 | 6.1G Libri2Mix/wav16k/max/train-100/s2 18 | 6.1G Libri2Mix/wav16k/max/train-100/mix_single 19 | 6.1G Libri2Mix/wav16k/max/train-100/mix_clean 20 | 6.1G Libri2Mix/wav16k/max/train-100/s1 21 | 6.1G Libri2Mix/wav16k/max/train-100/mix_both 22 | 6.1G Libri2Mix/wav16k/max/train-100/noise 23 | 37G Libri2Mix/wav16k/max/train-100 24 | 25 | 99M Libri2Mix/wav16k/max/metadata 26 | 27 | 777M Libri2Mix/wav16k/max/test/s2 28 | 777M Libri2Mix/wav16k/max/test/mix_single 29 | 777M Libri2Mix/wav16k/max/test/mix_clean 30 | 777M Libri2Mix/wav16k/max/test/s1 31 | 777M Libri2Mix/wav16k/max/test/mix_both 32 | 777M Libri2Mix/wav16k/max/test/noise 33 | 4.6G Libri2Mix/wav16k/max/test 34 | 35 | 179G Libri2Mix/wav16k/max 36 | 37 | 38 | 502M Libri2Mix/wav16k/min/dev/s2 39 | 502M Libri2Mix/wav16k/min/dev/mix_single 40 | 502M Libri2Mix/wav16k/min/dev/mix_clean 41 | 502M Libri2Mix/wav16k/min/dev/s1 42 | 502M Libri2Mix/wav16k/min/dev/mix_both 43 | 502M Libri2Mix/wav16k/min/dev/noise 44 | 3.0G Libri2Mix/wav16k/min/dev 45 | 46 | 17G Libri2Mix/wav16k/min/train-360/s2 47 | 17G Libri2Mix/wav16k/min/train-360/mix_single 48 | 17G Libri2Mix/wav16k/min/train-360/mix_clean 49 | 17G Libri2Mix/wav16k/min/train-360/s1 50 | 17G Libri2Mix/wav16k/min/train-360/mix_both 51 | 17G Libri2Mix/wav16k/min/train-360/noise 52 | 102G Libri2Mix/wav16k/min/train-360 53 | 54 | 4.7G Libri2Mix/wav16k/min/train-100/s2 55 | 4.7G Libri2Mix/wav16k/min/train-100/mix_single 56 | 4.7G Libri2Mix/wav16k/min/train-100/mix_clean 57 | 4.7G Libri2Mix/wav16k/min/train-100/s1 58 | 4.7G Libri2Mix/wav16k/min/train-100/mix_both 59 | 4.7G Libri2Mix/wav16k/min/train-100/noise 60 | 29G Libri2Mix/wav16k/min/train-100 61 | 62 | 99M Libri2Mix/wav16k/min/metadata 63 | 64 | 467M Libri2Mix/wav16k/min/test/s2 65 | 467M Libri2Mix/wav16k/min/test/mix_single 66 | 467M Libri2Mix/wav16k/min/test/mix_clean 67 | 467M Libri2Mix/wav16k/min/test/s1 68 | 467M Libri2Mix/wav16k/min/test/mix_both 69 | 467M Libri2Mix/wav16k/min/test/noise 70 | 2.8G Libri2Mix/wav16k/min/test 71 | 72 | 136G Libri2Mix/wav16k/min 73 | 74 | 314G Libri2Mix/wav16k 75 | 76 | 77 | 78 | 424M Libri2Mix/wav8k/max/dev/s2 79 | 424M Libri2Mix/wav8k/max/dev/mix_single 80 | 424M Libri2Mix/wav8k/max/dev/mix_clean 81 | 424M Libri2Mix/wav8k/max/dev/s1 82 | 424M Libri2Mix/wav8k/max/dev/mix_both 83 | 424M Libri2Mix/wav8k/max/dev/noise 84 | 2.5G Libri2Mix/wav8k/max/dev 85 | 86 | 12G Libri2Mix/wav8k/max/train-360/s2 87 | 12G Libri2Mix/wav8k/max/train-360/mix_single 88 | 12G Libri2Mix/wav8k/max/train-360/mix_clean 89 | 12G Libri2Mix/wav8k/max/train-360/s1 90 | 12G Libri2Mix/wav8k/max/train-360/mix_both 91 | 12G Libri2Mix/wav8k/max/train-360/noise 92 | 67G Libri2Mix/wav8k/max/train-360 93 | 94 | 3.1G Libri2Mix/wav8k/max/train-100/s2 95 | 3.1G Libri2Mix/wav8k/max/train-100/mix_single 96 | 3.1G Libri2Mix/wav8k/max/train-100/mix_clean 97 | 3.1G Libri2Mix/wav8k/max/train-100/s1 98 | 3.1G Libri2Mix/wav8k/max/train-100/mix_both 99 | 3.1G Libri2Mix/wav8k/max/train-100/noise 100 | 19G Libri2Mix/wav8k/max/train-100 101 | 102 | 98M Libri2Mix/wav8k/max/metadata 103 | 104 | 392M Libri2Mix/wav8k/max/test/s2 105 | 392M Libri2Mix/wav8k/max/test/mix_single 106 | 392M Libri2Mix/wav8k/max/test/mix_clean 107 | 392M Libri2Mix/wav8k/max/test/s1 108 | 392M Libri2Mix/wav8k/max/test/mix_both 109 | 392M Libri2Mix/wav8k/max/test/noise 110 | 2.3G Libri2Mix/wav8k/max/test 111 | 112 | 90G Libri2Mix/wav8k/max 113 | 114 | 115 | 255M Libri2Mix/wav8k/min/dev/s2 116 | 255M Libri2Mix/wav8k/min/dev/mix_single 117 | 255M Libri2Mix/wav8k/min/dev/mix_clean 118 | 255M Libri2Mix/wav8k/min/dev/s1 119 | 255M Libri2Mix/wav8k/min/dev/mix_both 120 | 255M Libri2Mix/wav8k/min/dev/noise 121 | 1.5G Libri2Mix/wav8k/min/dev 122 | 123 | 8.5G Libri2Mix/wav8k/min/train-360/s2 124 | 8.5G Libri2Mix/wav8k/min/train-360/mix_single 125 | 8.5G Libri2Mix/wav8k/min/train-360/mix_clean 126 | 8.5G Libri2Mix/wav8k/min/train-360/s1 127 | 8.5G Libri2Mix/wav8k/min/train-360/mix_both 128 | 8.5G Libri2Mix/wav8k/min/train-360/noise 129 | 51G Libri2Mix/wav8k/min/train-360 130 | 131 | 2.4G Libri2Mix/wav8k/min/train-100/s2 132 | 2.4G Libri2Mix/wav8k/min/train-100/mix_single 133 | 2.4G Libri2Mix/wav8k/min/train-100/mix_clean 134 | 2.4G Libri2Mix/wav8k/min/train-100/s1 135 | 2.4G Libri2Mix/wav8k/min/train-100/mix_both 136 | 2.4G Libri2Mix/wav8k/min/train-100/noise 137 | 15G Libri2Mix/wav8k/min/train-100 138 | 139 | 98M Libri2Mix/wav8k/min/metadata 140 | 141 | 237M Libri2Mix/wav8k/min/test/s2 142 | 237M Libri2Mix/wav8k/min/test/mix_single 143 | 237M Libri2Mix/wav8k/min/test/mix_clean 144 | 237M Libri2Mix/wav8k/min/test/s1 145 | 237M Libri2Mix/wav8k/min/test/mix_both 146 | 237M Libri2Mix/wav8k/min/test/noise 147 | 1.4G Libri2Mix/wav8k/min/test 148 | 149 | 69G Libri2Mix/wav8k/min 150 | 151 | 158G Libri2Mix/wav8k 152 | 153 | 154 | 472G Libri2Mix/ 155 | -------------------------------------------------------------------------------- /metadata/Libri3Mix/Storage_info.txt: -------------------------------------------------------------------------------- 1 | 920M Libri3Mix/wav16k/max/dev/s2 2 | 920M Libri3Mix/wav16k/max/dev/mix_single 3 | 920M Libri3Mix/wav16k/max/dev/mix_clean 4 | 920M Libri3Mix/wav16k/max/dev/s3 5 | 920M Libri3Mix/wav16k/max/dev/s1 6 | 920M Libri3Mix/wav16k/max/dev/mix_both 7 | 920M Libri3Mix/wav16k/max/dev/noise 8 | 6.3G Libri3Mix/wav16k/max/dev 9 | 10 | 16G Libri3Mix/wav16k/max/train-360/s2 11 | 16G Libri3Mix/wav16k/max/train-360/mix_single 12 | 16G Libri3Mix/wav16k/max/train-360/mix_clean 13 | 16G Libri3Mix/wav16k/max/train-360/s3 14 | 16G Libri3Mix/wav16k/max/train-360/s1 15 | 16G Libri3Mix/wav16k/max/train-360/mix_both 16 | 16G Libri3Mix/wav16k/max/train-360/noise 17 | 108G Libri3Mix/wav16k/max/train-360 18 | 19 | 4.3G Libri3Mix/wav16k/max/train-100/s2 20 | 4.3G Libri3Mix/wav16k/max/train-100/mix_single 21 | 4.3G Libri3Mix/wav16k/max/train-100/mix_clean 22 | 4.3G Libri3Mix/wav16k/max/train-100/s3 23 | 4.3G Libri3Mix/wav16k/max/train-100/s1 24 | 4.3G Libri3Mix/wav16k/max/train-100/mix_both 25 | 4.3G Libri3Mix/wav16k/max/train-100/noise 26 | 30G 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84 | 85 | 464M Libri3Mix/wav8k/max/dev/s2 86 | 464M Libri3Mix/wav8k/max/dev/mix_single 87 | 464M Libri3Mix/wav8k/max/dev/mix_clean 88 | 464M Libri3Mix/wav8k/max/dev/s3 89 | 464M Libri3Mix/wav8k/max/dev/s1 90 | 464M Libri3Mix/wav8k/max/dev/mix_both 91 | 464M Libri3Mix/wav8k/max/dev/noise 92 | 3.2G Libri3Mix/wav8k/max/dev 93 | 94 | 7.8G Libri3Mix/wav8k/max/train-360/s2 95 | 7.8G Libri3Mix/wav8k/max/train-360/mix_single 96 | 7.8G Libri3Mix/wav8k/max/train-360/mix_clean 97 | 7.8G Libri3Mix/wav8k/max/train-360/s3 98 | 7.8G Libri3Mix/wav8k/max/train-360/s1 99 | 7.8G Libri3Mix/wav8k/max/train-360/mix_both 100 | 7.8G Libri3Mix/wav8k/max/train-360/noise 101 | 54G Libri3Mix/wav8k/max/train-360 102 | 103 | 2.2G Libri3Mix/wav8k/max/train-100/s2 104 | 2.2G Libri3Mix/wav8k/max/train-100/mix_single 105 | 2.2G Libri3Mix/wav8k/max/train-100/mix_clean 106 | 2.2G Libri3Mix/wav8k/max/train-100/s3 107 | 2.2G Libri3Mix/wav8k/max/train-100/s1 108 | 2.2G Libri3Mix/wav8k/max/train-100/mix_both 109 | 2.2G Libri3Mix/wav8k/max/train-100/noise 110 | 15G Libri3Mix/wav8k/max/train-100 111 | 112 | 94M Libri3Mix/wav8k/max/metadata 113 | 114 | 419M Libri3Mix/wav8k/max/test/s2 115 | 419M Libri3Mix/wav8k/max/test/mix_single 116 | 419M Libri3Mix/wav8k/max/test/mix_clean 117 | 419M Libri3Mix/wav8k/max/test/s3 118 | 419M Libri3Mix/wav8k/max/test/s1 119 | 419M Libri3Mix/wav8k/max/test/mix_both 120 | 419M Libri3Mix/wav8k/max/test/noise 121 | 2.9G Libri3Mix/wav8k/max/test 122 | 123 | 75G Libri3Mix/wav8k/max 124 | 125 | 220M Libri3Mix/wav8k/min/dev/s2 126 | 220M Libri3Mix/wav8k/min/dev/mix_single 127 | 220M Libri3Mix/wav8k/min/dev/mix_clean 128 | 220M Libri3Mix/wav8k/min/dev/s3 129 | 220M Libri3Mix/wav8k/min/dev/s1 130 | 220M Libri3Mix/wav8k/min/dev/mix_both 131 | 220M Libri3Mix/wav8k/min/dev/noise 132 | 1.6G Libri3Mix/wav8k/min/dev 133 | 134 | 5.1G Libri3Mix/wav8k/min/train-360/s2 135 | 5.1G Libri3Mix/wav8k/min/train-360/mix_single 136 | 5.1G Libri3Mix/wav8k/min/train-360/mix_clean 137 | 5.1G 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3575,F,test-clean,53921,test-clean/3575/170457/3575-170457-0056.flac 159 | 1995,F,test-clean,54000,test-clean/1995/1837/1995-1837-0011.flac 160 | 4507,F,test-clean,54000,test-clean/4507/16021/4507-16021-0018.flac 161 | 5142,F,test-clean,54080,test-clean/5142/36377/5142-36377-0000.flac 162 | 7176,M,test-clean,54080,test-clean/7176/92135/7176-92135-0035.flac 163 | 6930,M,test-clean,54080,test-clean/6930/81414/6930-81414-0019.flac 164 | 6930,M,test-clean,54160,test-clean/6930/76324/6930-76324-0003.flac 165 | 260,M,test-clean,54160,test-clean/260/123440/260-123440-0007.flac 166 | 8463,F,test-clean,54240,test-clean/8463/294825/8463-294825-0019.flac 167 | 2094,F,test-clean,54320,test-clean/2094/142345/2094-142345-0053.flac 168 | 4446,F,test-clean,54320,test-clean/4446/2271/4446-2271-0005.flac 169 | 1089,M,test-clean,54320,test-clean/1089/134691/1089-134691-0015.flac 170 | 4446,F,test-clean,54400,test-clean/4446/2273/4446-2273-0018.flac 171 | 61,M,test-clean,54480,test-clean/61/70970/61-70970-0014.flac 172 | 61,M,test-clean,54480,test-clean/61/70970/61-70970-0009.flac 173 | 6930,M,test-clean,54480,test-clean/6930/76324/6930-76324-0009.flac 174 | 7176,M,test-clean,54640,test-clean/7176/92135/7176-92135-0002.flac 175 | 1995,F,test-clean,54640,test-clean/1995/1837/1995-1837-0022.flac 176 | 61,M,test-clean,54720,test-clean/61/70970/61-70970-0033.flac 177 | 2830,M,test-clean,54720,test-clean/2830/3980/2830-3980-0018.flac 178 | 2830,M,test-clean,54720,test-clean/2830/3980/2830-3980-0049.flac 179 | 2830,M,test-clean,54720,test-clean/2830/3980/2830-3980-0012.flac 180 | 8455,M,test-clean,54880,test-clean/8455/210777/8455-210777-0048.flac 181 | 1995,F,test-clean,54960,test-clean/1995/1836/1995-1836-0007.flac 182 | 260,M,test-clean,54960,test-clean/260/123288/260-123288-0009.flac 183 | 1089,M,test-clean,55040,test-clean/1089/134691/1089-134691-0007.flac 184 | 908,M,test-clean,55040,test-clean/908/157963/908-157963-0024.flac 185 | 1089,M,test-clean,55120,test-clean/1089/134686/1089-134686-0035.flac 186 | 1580,F,test-clean,55200,test-clean/1580/141083/1580-141083-0052.flac 187 | 7729,M,test-clean,55200,test-clean/7729/102255/7729-102255-0001.flac 188 | 5142,F,test-clean,55280,test-clean/5142/33396/5142-33396-0010.flac 189 | 2830,M,test-clean,55360,test-clean/2830/3980/2830-3980-0020.flac 190 | 260,M,test-clean,55440,test-clean/260/123286/260-123286-0004.flac 191 | 5142,F,test-clean,55520,test-clean/5142/33396/5142-33396-0003.flac 192 | 5683,F,test-clean,55520,test-clean/5683/32866/5683-32866-0025.flac 193 | 5683,F,test-clean,55520,test-clean/5683/32866/5683-32866-0001.flac 194 | 1580,F,test-clean,55520,test-clean/1580/141084/1580-141084-0015.flac 195 | 260,M,test-clean,55600,test-clean/260/123440/260-123440-0013.flac 196 | 61,M,test-clean,55600,test-clean/61/70968/61-70968-0045.flac 197 | 1580,F,test-clean,55680,test-clean/1580/141083/1580-141083-0030.flac 198 | 1995,F,test-clean,55680,test-clean/1995/1837/1995-1837-0010.flac 199 | 5142,F,test-clean,55680,test-clean/5142/33396/5142-33396-0023.flac 200 | 2830,M,test-clean,55840,test-clean/2830/3980/2830-3980-0044.flac 201 | 1320,M,test-clean,55840,test-clean/1320/122612/1320-122612-0016.flac 202 | 61,M,test-clean,55920,test-clean/61/70968/61-70968-0029.flac 203 | 4446,F,test-clean,55920,test-clean/4446/2271/4446-2271-0000.flac 204 | 3575,F,test-clean,55920,test-clean/3575/170457/3575-170457-0034.flac 205 | 6930,M,test-clean,56080,test-clean/6930/75918/6930-75918-0000.flac 206 | 8463,F,test-clean,56080,test-clean/8463/294828/8463-294828-0034.flac 207 | 5142,F,test-clean,56080,test-clean/5142/33396/5142-33396-0021.flac 208 | 5683,F,test-clean,56160,test-clean/5683/32865/5683-32865-0003.flac 209 | 2830,M,test-clean,56160,test-clean/2830/3980/2830-3980-0045.flac 210 | 1320,M,test-clean,56240,test-clean/1320/122612/1320-122612-0014.flac 211 | 5142,F,test-clean,56320,test-clean/5142/33396/5142-33396-0011.flac 212 | 2094,F,test-clean,56320,test-clean/2094/142345/2094-142345-0044.flac 213 | 672,M,test-clean,56320,test-clean/672/122797/672-122797-0059.flac 214 | 121,F,test-clean,56400,test-clean/121/127105/121-127105-0019.flac 215 | 8455,M,test-clean,56400,test-clean/8455/210777/8455-210777-0012.flac 216 | 1580,F,test-clean,56480,test-clean/1580/141083/1580-141083-0046.flac 217 | 61,M,test-clean,56560,test-clean/61/70968/61-70968-0008.flac 218 | 4446,F,test-clean,56640,test-clean/4446/2275/4446-2275-0006.flac 219 | 1089,M,test-clean,56640,test-clean/1089/134686/1089-134686-0016.flac 220 | 2830,M,test-clean,56640,test-clean/2830/3980/2830-3980-0028.flac 221 | 6829,F,test-clean,56720,test-clean/6829/68769/6829-68769-0051.flac 222 | 260,M,test-clean,56720,test-clean/260/123288/260-123288-0012.flac 223 | 6829,F,test-clean,56720,test-clean/6829/68769/6829-68769-0017.flac 224 | 8463,F,test-clean,56720,test-clean/8463/287645/8463-287645-0001.flac 225 | 61,M,test-clean,56800,test-clean/61/70968/61-70968-0046.flac 226 | 1995,F,test-clean,56800,test-clean/1995/1826/1995-1826-0015.flac 227 | 61,M,test-clean,56800,test-clean/61/70968/61-70968-0007.flac 228 | 6829,F,test-clean,56880,test-clean/6829/68771/6829-68771-0028.flac 229 | 8555,F,test-clean,56960,test-clean/8555/284447/8555-284447-0022.flac 230 | 4446,F,test-clean,56960,test-clean/4446/2271/4446-2271-0021.flac 231 | 61,M,test-clean,57040,test-clean/61/70968/61-70968-0056.flac 232 | 5142,F,test-clean,57040,test-clean/5142/36586/5142-36586-0004.flac 233 | 5142,F,test-clean,57200,test-clean/5142/33396/5142-33396-0037.flac 234 | 2094,F,test-clean,57200,test-clean/2094/142345/2094-142345-0035.flac 235 | 1580,F,test-clean,57200,test-clean/1580/141083/1580-141083-0041.flac 236 | 4446,F,test-clean,57200,test-clean/4446/2275/4446-2275-0028.flac 237 | 7021,M,test-clean,57280,test-clean/7021/85628/7021-85628-0006.flac 238 | 4970,F,test-clean,57280,test-clean/4970/29093/4970-29093-0008.flac 239 | 260,M,test-clean,57360,test-clean/260/123440/260-123440-0003.flac 240 | 4507,F,test-clean,57440,test-clean/4507/16021/4507-16021-0008.flac 241 | 4446,F,test-clean,57440,test-clean/4446/2273/4446-2273-0034.flac 242 | 2094,F,test-clean,57520,test-clean/2094/142345/2094-142345-0025.flac 243 | 7127,M,test-clean,57600,test-clean/7127/75946/7127-75946-0010.flac 244 | 61,M,test-clean,57760,test-clean/61/70968/61-70968-0001.flac 245 | 8463,F,test-clean,57840,test-clean/8463/294828/8463-294828-0000.flac 246 | 8230,M,test-clean,57920,test-clean/8230/279154/8230-279154-0008.flac 247 | 7127,M,test-clean,57920,test-clean/7127/75947/7127-75947-0011.flac 248 | 1580,F,test-clean,58000,test-clean/1580/141084/1580-141084-0045.flac 249 | 2830,M,test-clean,58000,test-clean/2830/3979/2830-3979-0012.flac 250 | 908,M,test-clean,58080,test-clean/908/157963/908-157963-0029.flac 251 | 8455,M,test-clean,58080,test-clean/8455/210777/8455-210777-0025.flac 252 | 7021,M,test-clean,58160,test-clean/7021/79740/7021-79740-0009.flac 253 | 8230,M,test-clean,58240,test-clean/8230/279154/8230-279154-0012.flac 254 | 260,M,test-clean,58240,test-clean/260/123440/260-123440-0018.flac 255 | 1221,F,test-clean,58320,test-clean/1221/135766/1221-135766-0013.flac 256 | 4446,F,test-clean,58400,test-clean/4446/2275/4446-2275-0013.flac 257 | 5142,F,test-clean,58400,test-clean/5142/36586/5142-36586-0000.flac 258 | 6829,F,test-clean,58480,test-clean/6829/68769/6829-68769-0014.flac 259 | 5683,F,test-clean,58560,test-clean/5683/32879/5683-32879-0001.flac 260 | 237,F,test-clean,58560,test-clean/237/134493/237-134493-0012.flac 261 | 7176,M,test-clean,58560,test-clean/7176/88083/7176-88083-0017.flac 262 | 1284,F,test-clean,58640,test-clean/1284/1180/1284-1180-0014.flac 263 | 2830,M,test-clean,58640,test-clean/2830/3980/2830-3980-0017.flac 264 | 5142,F,test-clean,58720,test-clean/5142/33396/5142-33396-0002.flac 265 | 4992,F,test-clean,58800,test-clean/4992/23283/4992-23283-0015.flac 266 | 8463,F,test-clean,58880,test-clean/8463/294825/8463-294825-0004.flac 267 | 1995,F,test-clean,59120,test-clean/1995/1836/1995-1836-0012.flac 268 | 237,F,test-clean,59200,test-clean/237/134493/237-134493-0014.flac 269 | 4992,F,test-clean,59200,test-clean/4992/41806/4992-41806-0004.flac 270 | 4446,F,test-clean,59200,test-clean/4446/2271/4446-2271-0003.flac 271 | 260,M,test-clean,59280,test-clean/260/123288/260-123288-0022.flac 272 | 61,M,test-clean,59280,test-clean/61/70970/61-70970-0023.flac 273 | 1188,M,test-clean,59280,test-clean/1188/133604/1188-133604-0029.flac 274 | 1284,F,test-clean,59280,test-clean/1284/1180/1284-1180-0013.flac 275 | 8463,F,test-clean,59360,test-clean/8463/287645/8463-287645-0009.flac 276 | 1580,F,test-clean,59440,test-clean/1580/141083/1580-141083-0021.flac 277 | 61,M,test-clean,59520,test-clean/61/70968/61-70968-0016.flac 278 | 1580,F,test-clean,59600,test-clean/1580/141083/1580-141083-0039.flac 279 | 4992,F,test-clean,59680,test-clean/4992/41806/4992-41806-0005.flac 280 | 2830,M,test-clean,59680,test-clean/2830/3980/2830-3980-0070.flac 281 | 2830,M,test-clean,59680,test-clean/2830/3980/2830-3980-0000.flac 282 | 6930,M,test-clean,59680,test-clean/6930/81414/6930-81414-0015.flac 283 | 4446,F,test-clean,59760,test-clean/4446/2275/4446-2275-0010.flac 284 | 260,M,test-clean,59760,test-clean/260/123286/260-123286-0008.flac 285 | 61,M,test-clean,59760,test-clean/61/70968/61-70968-0060.flac 286 | 672,M,test-clean,59840,test-clean/672/122797/672-122797-0044.flac 287 | 7127,M,test-clean,59920,test-clean/7127/75946/7127-75946-0023.flac 288 | 260,M,test-clean,59920,test-clean/260/123440/260-123440-0008.flac 289 | 5142,F,test-clean,59920,test-clean/5142/33396/5142-33396-0046.flac 290 | 2300,M,test-clean,60000,test-clean/2300/131720/2300-131720-0014.flac 291 | 4970,F,test-clean,60000,test-clean/4970/29093/4970-29093-0004.flac 292 | 1580,F,test-clean,60000,test-clean/1580/141083/1580-141083-0040.flac 293 | 2300,M,test-clean,60000,test-clean/2300/131720/2300-131720-0041.flac 294 | 237,F,test-clean,60080,test-clean/237/126133/237-126133-0025.flac 295 | 8455,M,test-clean,60080,test-clean/8455/210777/8455-210777-0067.flac 296 | 3570,F,test-clean,60080,test-clean/3570/5694/3570-5694-0019.flac 297 | 5142,F,test-clean,60080,test-clean/5142/33396/5142-33396-0028.flac 298 | 1995,F,test-clean,60160,test-clean/1995/1837/1995-1837-0009.flac 299 | 237,F,test-clean,60160,test-clean/237/134500/237-134500-0008.flac 300 | 4446,F,test-clean,60160,test-clean/4446/2273/4446-2273-0027.flac 301 | 5142,F,test-clean,60320,test-clean/5142/33396/5142-33396-0043.flac 302 | 4077,M,test-clean,60320,test-clean/4077/13754/4077-13754-0001.flac 303 | 2961,F,test-clean,60400,test-clean/2961/961/2961-961-0005.flac 304 | 4446,F,test-clean,60480,test-clean/4446/2271/4446-2271-0012.flac 305 | 672,M,test-clean,60480,test-clean/672/122797/672-122797-0043.flac 306 | 61,M,test-clean,60480,test-clean/61/70970/61-70970-0019.flac 307 | 1221,F,test-clean,60480,test-clean/1221/135767/1221-135767-0019.flac 308 | 6829,F,test-clean,60800,test-clean/6829/68771/6829-68771-0022.flac 309 | 4446,F,test-clean,60880,test-clean/4446/2275/4446-2275-0023.flac 310 | 61,M,test-clean,60880,test-clean/61/70968/61-70968-0039.flac 311 | 2830,M,test-clean,60960,test-clean/2830/3980/2830-3980-0004.flac 312 | 260,M,test-clean,61040,test-clean/260/123440/260-123440-0014.flac 313 | 672,M,test-clean,61040,test-clean/672/122797/672-122797-0010.flac 314 | 4446,F,test-clean,61200,test-clean/4446/2271/4446-2271-0019.flac 315 | 4970,F,test-clean,61280,test-clean/4970/29095/4970-29095-0025.flac 316 | 1284,F,test-clean,61360,test-clean/1284/1181/1284-1181-0002.flac 317 | 61,M,test-clean,61360,test-clean/61/70970/61-70970-0003.flac 318 | 8455,M,test-clean,61360,test-clean/8455/210777/8455-210777-0064.flac 319 | 6930,M,test-clean,61360,test-clean/6930/81414/6930-81414-0010.flac 320 | 2094,F,test-clean,61440,test-clean/2094/142345/2094-142345-0056.flac 321 | 4992,F,test-clean,61520,test-clean/4992/41797/4992-41797-0005.flac 322 | 1580,F,test-clean,61521,test-clean/1580/141083/1580-141083-0049.flac 323 | 6930,M,test-clean,61600,test-clean/6930/81414/6930-81414-0027.flac 324 | 1284,F,test-clean,61680,test-clean/1284/1181/1284-1181-0005.flac 325 | 1320,M,test-clean,61680,test-clean/1320/122617/1320-122617-0022.flac 326 | 4507,F,test-clean,61760,test-clean/4507/16021/4507-16021-0015.flac 327 | 1995,F,test-clean,61840,test-clean/1995/1837/1995-1837-0000.flac 328 | 237,F,test-clean,61840,test-clean/237/126133/237-126133-0008.flac 329 | 6829,F,test-clean,61840,test-clean/6829/68769/6829-68769-0007.flac 330 | 4507,F,test-clean,61920,test-clean/4507/16021/4507-16021-0029.flac 331 | 8224,M,test-clean,61920,test-clean/8224/274384/8224-274384-0003.flac 332 | 7127,M,test-clean,62000,test-clean/7127/75947/7127-75947-0019.flac 333 | 1320,M,test-clean,62080,test-clean/1320/122612/1320-122612-0009.flac 334 | 672,M,test-clean,62080,test-clean/672/122797/672-122797-0041.flac 335 | 8230,M,test-clean,62080,test-clean/8230/279154/8230-279154-0032.flac 336 | 4507,F,test-clean,62160,test-clean/4507/16021/4507-16021-0038.flac 337 | 2830,M,test-clean,62160,test-clean/2830/3980/2830-3980-0009.flac 338 | 61,M,test-clean,62160,test-clean/61/70968/61-70968-0004.flac 339 | 4970,F,test-clean,62240,test-clean/4970/29095/4970-29095-0029.flac 340 | 4507,F,test-clean,62320,test-clean/4507/16021/4507-16021-0050.flac 341 | 121,F,test-clean,62320,test-clean/121/121726/121-121726-0006.flac 342 | 1580,F,test-clean,62480,test-clean/1580/141083/1580-141083-0025.flac 343 | 4970,F,test-clean,62480,test-clean/4970/29095/4970-29095-0023.flac 344 | 8463,F,test-clean,62560,test-clean/8463/294828/8463-294828-0011.flac 345 | 5142,F,test-clean,62560,test-clean/5142/36377/5142-36377-0003.flac 346 | 8455,M,test-clean,62640,test-clean/8455/210777/8455-210777-0065.flac 347 | 908,M,test-clean,62640,test-clean/908/31957/908-31957-0018.flac 348 | 7176,M,test-clean,62720,test-clean/7176/88083/7176-88083-0016.flac 349 | 8555,F,test-clean,62720,test-clean/8555/284449/8555-284449-0006.flac 350 | 4507,F,test-clean,62800,test-clean/4507/16021/4507-16021-0040.flac 351 | 4970,F,test-clean,62880,test-clean/4970/29095/4970-29095-0017.flac 352 | 5683,F,test-clean,62880,test-clean/5683/32866/5683-32866-0020.flac 353 | 5142,F,test-clean,62880,test-clean/5142/33396/5142-33396-0053.flac 354 | 2830,M,test-clean,62960,test-clean/2830/3980/2830-3980-0024.flac 355 | 5142,F,test-clean,63040,test-clean/5142/33396/5142-33396-0018.flac 356 | 5142,F,test-clean,63120,test-clean/5142/33396/5142-33396-0035.flac 357 | 8455,M,test-clean,63120,test-clean/8455/210777/8455-210777-0050.flac 358 | 4446,F,test-clean,63120,test-clean/4446/2271/4446-2271-0011.flac 359 | 2830,M,test-clean,63120,test-clean/2830/3980/2830-3980-0001.flac 360 | 61,M,test-clean,63200,test-clean/61/70968/61-70968-0040.flac 361 | 7176,M,test-clean,63280,test-clean/7176/92135/7176-92135-0003.flac 362 | 2830,M,test-clean,63360,test-clean/2830/3980/2830-3980-0071.flac 363 | 5142,F,test-clean,63360,test-clean/5142/33396/5142-33396-0048.flac 364 | 7127,M,test-clean,63360,test-clean/7127/75946/7127-75946-0025.flac 365 | 61,M,test-clean,63440,test-clean/61/70968/61-70968-0055.flac 366 | 1284,F,test-clean,63440,test-clean/1284/1181/1284-1181-0000.flac 367 | 237,F,test-clean,63520,test-clean/237/126133/237-126133-0009.flac 368 | 61,M,test-clean,63520,test-clean/61/70970/61-70970-0022.flac 369 | 1580,F,test-clean,63520,test-clean/1580/141084/1580-141084-0014.flac 370 | 5683,F,test-clean,63520,test-clean/5683/32866/5683-32866-0014.flac 371 | 260,M,test-clean,63600,test-clean/260/123286/260-123286-0017.flac 372 | 1320,M,test-clean,63680,test-clean/1320/122617/1320-122617-0030.flac 373 | 8463,F,test-clean,63680,test-clean/8463/294825/8463-294825-0008.flac 374 | 5105,M,test-clean,63680,test-clean/5105/28241/5105-28241-0003.flac 375 | 1580,F,test-clean,63680,test-clean/1580/141083/1580-141083-0036.flac 376 | 672,M,test-clean,63680,test-clean/672/122797/672-122797-0031.flac 377 | 1089,M,test-clean,63840,test-clean/1089/134691/1089-134691-0020.flac 378 | 4507,F,test-clean,63840,test-clean/4507/16021/4507-16021-0043.flac 379 | 237,F,test-clean,63920,test-clean/237/134500/237-134500-0010.flac 380 | 7127,M,test-clean,63920,test-clean/7127/75947/7127-75947-0021.flac 381 | 3575,F,test-clean,64000,test-clean/3575/170457/3575-170457-0031.flac 382 | 672,M,test-clean,64000,test-clean/672/122797/672-122797-0032.flac 383 | 1089,M,test-clean,64160,test-clean/1089/134686/1089-134686-0026.flac 384 | 5105,M,test-clean,64160,test-clean/5105/28240/5105-28240-0002.flac 385 | 1580,F,test-clean,64160,test-clean/1580/141084/1580-141084-0021.flac 386 | 6829,F,test-clean,64240,test-clean/6829/68771/6829-68771-0003.flac 387 | 1580,F,test-clean,64240,test-clean/1580/141083/1580-141083-0053.flac 388 | 4446,F,test-clean,64240,test-clean/4446/2273/4446-2273-0009.flac 389 | 6829,F,test-clean,64320,test-clean/6829/68769/6829-68769-0033.flac 390 | 121,F,test-clean,64320,test-clean/121/121726/121-121726-0004.flac 391 | 672,M,test-clean,64320,test-clean/672/122797/672-122797-0068.flac 392 | 672,M,test-clean,64400,test-clean/672/122797/672-122797-0039.flac 393 | 237,F,test-clean,64480,test-clean/237/134500/237-134500-0040.flac 394 | 61,M,test-clean,64480,test-clean/61/70970/61-70970-0029.flac 395 | 121,F,test-clean,64560,test-clean/121/121726/121-121726-0011.flac 396 | 1284,F,test-clean,64640,test-clean/1284/1181/1284-1181-0007.flac 397 | 7127,M,test-clean,64640,test-clean/7127/75947/7127-75947-0018.flac 398 | 6829,F,test-clean,64720,test-clean/6829/68769/6829-68769-0039.flac 399 | 121,F,test-clean,64720,test-clean/121/121726/121-121726-0012.flac 400 | 4992,F,test-clean,64720,test-clean/4992/23283/4992-23283-0007.flac 401 | 2094,F,test-clean,64720,test-clean/2094/142345/2094-142345-0050.flac 402 | 7176,M,test-clean,64720,test-clean/7176/88083/7176-88083-0009.flac 403 | 6930,M,test-clean,64800,test-clean/6930/76324/6930-76324-0024.flac 404 | 908,M,test-clean,64960,test-clean/908/157963/908-157963-0009.flac 405 | 672,M,test-clean,65120,test-clean/672/122797/672-122797-0000.flac 406 | 7729,M,test-clean,65200,test-clean/7729/102255/7729-102255-0012.flac 407 | 4446,F,test-clean,65200,test-clean/4446/2275/4446-2275-0035.flac 408 | 5683,F,test-clean,65440,test-clean/5683/32879/5683-32879-0021.flac 409 | 1089,M,test-clean,65440,test-clean/1089/134686/1089-134686-0032.flac 410 | 8555,F,test-clean,65440,test-clean/8555/284447/8555-284447-0020.flac 411 | 237,F,test-clean,65440,test-clean/237/134493/237-134493-0013.flac 412 | 237,F,test-clean,65520,test-clean/237/126133/237-126133-0018.flac 413 | 7176,M,test-clean,65600,test-clean/7176/92135/7176-92135-0024.flac 414 | 1580,F,test-clean,65600,test-clean/1580/141084/1580-141084-0003.flac 415 | 237,F,test-clean,65680,test-clean/237/134493/237-134493-0000.flac 416 | 8455,M,test-clean,65760,test-clean/8455/210777/8455-210777-0049.flac 417 | 672,M,test-clean,65760,test-clean/672/122797/672-122797-0019.flac 418 | 6829,F,test-clean,65840,test-clean/6829/68769/6829-68769-0022.flac 419 | 2300,M,test-clean,65920,test-clean/2300/131720/2300-131720-0006.flac 420 | 5683,F,test-clean,65920,test-clean/5683/32866/5683-32866-0007.flac 421 | 6829,F,test-clean,65920,test-clean/6829/68769/6829-68769-0016.flac 422 | 6930,M,test-clean,65920,test-clean/6930/76324/6930-76324-0025.flac 423 | 5639,M,test-clean,65920,test-clean/5639/40744/5639-40744-0010.flac 424 | 8455,M,test-clean,65920,test-clean/8455/210777/8455-210777-0014.flac 425 | 4446,F,test-clean,66000,test-clean/4446/2273/4446-2273-0005.flac 426 | 672,M,test-clean,66080,test-clean/672/122797/672-122797-0024.flac 427 | 4446,F,test-clean,66080,test-clean/4446/2275/4446-2275-0008.flac 428 | 1580,F,test-clean,66160,test-clean/1580/141083/1580-141083-0032.flac 429 | 2830,M,test-clean,66320,test-clean/2830/3980/2830-3980-0013.flac 430 | 5683,F,test-clean,66320,test-clean/5683/32865/5683-32865-0015.flac 431 | 121,F,test-clean,66400,test-clean/121/127105/121-127105-0036.flac 432 | 1320,M,test-clean,66400,test-clean/1320/122617/1320-122617-0041.flac 433 | 672,M,test-clean,66400,test-clean/672/122797/672-122797-0021.flac 434 | 7127,M,test-clean,66480,test-clean/7127/75947/7127-75947-0008.flac 435 | 3570,F,test-clean,66560,test-clean/3570/5696/3570-5696-0006.flac 436 | 61,M,test-clean,66640,test-clean/61/70970/61-70970-0002.flac 437 | 61,M,test-clean,66640,test-clean/61/70970/61-70970-0040.flac 438 | 5105,M,test-clean,66720,test-clean/5105/28240/5105-28240-0016.flac 439 | 8463,F,test-clean,66720,test-clean/8463/294828/8463-294828-0009.flac 440 | 5683,F,test-clean,66800,test-clean/5683/32879/5683-32879-0022.flac 441 | 5142,F,test-clean,66880,test-clean/5142/33396/5142-33396-0038.flac 442 | 3575,F,test-clean,66880,test-clean/3575/170457/3575-170457-0021.flac 443 | 8555,F,test-clean,66960,test-clean/8555/292519/8555-292519-0013.flac 444 | 1320,M,test-clean,66960,test-clean/1320/122617/1320-122617-0008.flac 445 | 3729,F,test-clean,67120,test-clean/3729/6852/3729-6852-0016.flac 446 | 3729,F,test-clean,67280,test-clean/3729/6852/3729-6852-0043.flac 447 | 4507,F,test-clean,67360,test-clean/4507/16021/4507-16021-0005.flac 448 | 5683,F,test-clean,67440,test-clean/5683/32866/5683-32866-0006.flac 449 | 6829,F,test-clean,67440,test-clean/6829/68769/6829-68769-0003.flac 450 | 6829,F,test-clean,67520,test-clean/6829/68769/6829-68769-0009.flac 451 | 61,M,test-clean,67520,test-clean/61/70968/61-70968-0053.flac 452 | 237,F,test-clean,67600,test-clean/237/134500/237-134500-0006.flac 453 | 4992,F,test-clean,67600,test-clean/4992/23283/4992-23283-0011.flac 454 | 61,M,test-clean,67680,test-clean/61/70968/61-70968-0034.flac 455 | 5142,F,test-clean,67760,test-clean/5142/33396/5142-33396-0068.flac 456 | 672,M,test-clean,68000,test-clean/672/122797/672-122797-0054.flac 457 | 237,F,test-clean,68000,test-clean/237/134500/237-134500-0014.flac 458 | 237,F,test-clean,68000,test-clean/237/126133/237-126133-0016.flac 459 | 1188,M,test-clean,68000,test-clean/1188/133604/1188-133604-0031.flac 460 | 260,M,test-clean,68080,test-clean/260/123286/260-123286-0011.flac 461 | 908,M,test-clean,68080,test-clean/908/157963/908-157963-0018.flac 462 | 1580,F,test-clean,68080,test-clean/1580/141083/1580-141083-0016.flac 463 | 5142,F,test-clean,68160,test-clean/5142/33396/5142-33396-0036.flac 464 | 1284,F,test-clean,68400,test-clean/1284/1180/1284-1180-0011.flac 465 | 1089,M,test-clean,68400,test-clean/1089/134686/1089-134686-0007.flac 466 | 4970,F,test-clean,68400,test-clean/4970/29093/4970-29093-0014.flac 467 | 7021,M,test-clean,68480,test-clean/7021/85628/7021-85628-0016.flac 468 | 61,M,test-clean,68480,test-clean/61/70968/61-70968-0032.flac 469 | 1284,F,test-clean,68560,test-clean/1284/1180/1284-1180-0004.flac 470 | 672,M,test-clean,68560,test-clean/672/122797/672-122797-0052.flac 471 | 5142,F,test-clean,68719,test-clean/5142/36377/5142-36377-0010.flac 472 | 7176,M,test-clean,68720,test-clean/7176/88083/7176-88083-0006.flac 473 | 6829,F,test-clean,68720,test-clean/6829/68769/6829-68769-0012.flac 474 | 3570,F,test-clean,68720,test-clean/3570/5694/3570-5694-0022.flac 475 | 6930,M,test-clean,68880,test-clean/6930/76324/6930-76324-0013.flac 476 | 1580,F,test-clean,68880,test-clean/1580/141083/1580-141083-0008.flac 477 | 260,M,test-clean,68960,test-clean/260/123288/260-123288-0004.flac 478 | 5142,F,test-clean,68960,test-clean/5142/33396/5142-33396-0015.flac 479 | 61,M,test-clean,69040,test-clean/61/70968/61-70968-0037.flac 480 | 4507,F,test-clean,69040,test-clean/4507/16021/4507-16021-0054.flac 481 | 4077,M,test-clean,69040,test-clean/4077/13751/4077-13751-0013.flac 482 | 61,M,test-clean,69040,test-clean/61/70968/61-70968-0003.flac 483 | 2830,M,test-clean,69040,test-clean/2830/3979/2830-3979-0002.flac 484 | 908,M,test-clean,69040,test-clean/908/157963/908-157963-0013.flac 485 | 1580,F,test-clean,69120,test-clean/1580/141083/1580-141083-0013.flac 486 | 8463,F,test-clean,69200,test-clean/8463/287645/8463-287645-0010.flac 487 | 6930,M,test-clean,69440,test-clean/6930/81414/6930-81414-0022.flac 488 | 5142,F,test-clean,69440,test-clean/5142/36377/5142-36377-0015.flac 489 | 61,M,test-clean,69600,test-clean/61/70970/61-70970-0013.flac 490 | 4992,F,test-clean,69680,test-clean/4992/41806/4992-41806-0009.flac 491 | 1580,F,test-clean,69760,test-clean/1580/141083/1580-141083-0045.flac 492 | 6930,M,test-clean,69840,test-clean/6930/81414/6930-81414-0007.flac 493 | 237,F,test-clean,69840,test-clean/237/126133/237-126133-0021.flac 494 | 61,M,test-clean,69920,test-clean/61/70970/61-70970-0016.flac 495 | 7176,M,test-clean,70080,test-clean/7176/92135/7176-92135-0009.flac 496 | 5683,F,test-clean,70080,test-clean/5683/32879/5683-32879-0012.flac 497 | 1188,M,test-clean,70240,test-clean/1188/133604/1188-133604-0014.flac 498 | 6829,F,test-clean,70240,test-clean/6829/68771/6829-68771-0035.flac 499 | 237,F,test-clean,70320,test-clean/237/134493/237-134493-0006.flac 500 | 8463,F,test-clean,70320,test-clean/8463/294828/8463-294828-0032.flac 501 | 4446,F,test-clean,70400,test-clean/4446/2271/4446-2271-0013.flac 502 | 1320,M,test-clean,70400,test-clean/1320/122617/1320-122617-0005.flac 503 | 3729,F,test-clean,70400,test-clean/3729/6852/3729-6852-0031.flac 504 | 1089,M,test-clean,70480,test-clean/1089/134686/1089-134686-0010.flac 505 | 237,F,test-clean,70560,test-clean/237/134500/237-134500-0024.flac 506 | 61,M,test-clean,70560,test-clean/61/70968/61-70968-0025.flac 507 | 121,F,test-clean,70560,test-clean/121/121726/121-121726-0002.flac 508 | 8555,F,test-clean,70640,test-clean/8555/284447/8555-284447-0003.flac 509 | 7127,M,test-clean,70640,test-clean/7127/75947/7127-75947-0035.flac 510 | 7176,M,test-clean,70880,test-clean/7176/92135/7176-92135-0008.flac 511 | 6930,M,test-clean,70880,test-clean/6930/81414/6930-81414-0012.flac 512 | 4446,F,test-clean,71120,test-clean/4446/2275/4446-2275-0005.flac 513 | 237,F,test-clean,71200,test-clean/237/126133/237-126133-0012.flac 514 | 61,M,test-clean,71200,test-clean/61/70968/61-70968-0013.flac 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6829,F,test-clean,72400,test-clean/6829/68771/6829-68771-0015.flac 542 | 4446,F,test-clean,72480,test-clean/4446/2275/4446-2275-0038.flac 543 | 5142,F,test-clean,72480,test-clean/5142/36377/5142-36377-0020.flac 544 | 8463,F,test-clean,72480,test-clean/8463/294828/8463-294828-0019.flac 545 | 4992,F,test-clean,72560,test-clean/4992/23283/4992-23283-0014.flac 546 | 260,M,test-clean,72720,test-clean/260/123286/260-123286-0029.flac 547 | 4992,F,test-clean,72800,test-clean/4992/41797/4992-41797-0006.flac 548 | 260,M,test-clean,72800,test-clean/260/123286/260-123286-0007.flac 549 | 2830,M,test-clean,72800,test-clean/2830/3979/2830-3979-0006.flac 550 | 1580,F,test-clean,73040,test-clean/1580/141083/1580-141083-0007.flac 551 | 672,M,test-clean,73200,test-clean/672/122797/672-122797-0030.flac 552 | 8455,M,test-clean,73280,test-clean/8455/210777/8455-210777-0009.flac 553 | 3575,F,test-clean,73280,test-clean/3575/170457/3575-170457-0027.flac 554 | 8463,F,test-clean,73281,test-clean/8463/294825/8463-294825-0010.flac 555 | 5683,F,test-clean,73360,test-clean/5683/32866/5683-32866-0017.flac 556 | 4507,F,test-clean,73440,test-clean/4507/16021/4507-16021-0046.flac 557 | 5142,F,test-clean,73440,test-clean/5142/33396/5142-33396-0012.flac 558 | 8230,M,test-clean,73440,test-clean/8230/279154/8230-279154-0039.flac 559 | 5683,F,test-clean,73440,test-clean/5683/32866/5683-32866-0005.flac 560 | 2961,F,test-clean,73600,test-clean/2961/961/2961-961-0006.flac 561 | 61,M,test-clean,73600,test-clean/61/70970/61-70970-0018.flac 562 | 6829,F,test-clean,73600,test-clean/6829/68769/6829-68769-0052.flac 563 | 1995,F,test-clean,73680,test-clean/1995/1826/1995-1826-0002.flac 564 | 4507,F,test-clean,73760,test-clean/4507/16021/4507-16021-0057.flac 565 | 908,M,test-clean,73760,test-clean/908/157963/908-157963-0022.flac 566 | 1580,F,test-clean,73840,test-clean/1580/141084/1580-141084-0000.flac 567 | 6829,F,test-clean,73840,test-clean/6829/68771/6829-68771-0020.flac 568 | 1188,M,test-clean,73840,test-clean/1188/133604/1188-133604-0017.flac 569 | 7021,M,test-clean,73920,test-clean/7021/79759/7021-79759-0003.flac 570 | 5105,M,test-clean,74000,test-clean/5105/28240/5105-28240-0007.flac 571 | 237,F,test-clean,74080,test-clean/237/134500/237-134500-0039.flac 572 | 5142,F,test-clean,74160,test-clean/5142/36377/5142-36377-0006.flac 573 | 8555,F,test-clean,74160,test-clean/8555/284447/8555-284447-0024.flac 574 | 3570,F,test-clean,74240,test-clean/3570/5695/3570-5695-0013.flac 575 | 6829,F,test-clean,74240,test-clean/6829/68769/6829-68769-0026.flac 576 | 4992,F,test-clean,74320,test-clean/4992/23283/4992-23283-0003.flac 577 | 4970,F,test-clean,74400,test-clean/4970/29095/4970-29095-0005.flac 578 | 6930,M,test-clean,74480,test-clean/6930/76324/6930-76324-0012.flac 579 | 4446,F,test-clean,74560,test-clean/4446/2275/4446-2275-0001.flac 580 | 4446,F,test-clean,74560,test-clean/4446/2273/4446-2273-0001.flac 581 | 3570,F,test-clean,74640,test-clean/3570/5695/3570-5695-0010.flac 582 | 672,M,test-clean,74640,test-clean/672/122797/672-122797-0051.flac 583 | 2961,F,test-clean,74640,test-clean/2961/961/2961-961-0000.flac 584 | 4970,F,test-clean,74720,test-clean/4970/29095/4970-29095-0030.flac 585 | 7176,M,test-clean,74720,test-clean/7176/88083/7176-88083-0014.flac 586 | 61,M,test-clean,74720,test-clean/61/70968/61-70968-0022.flac 587 | 1089,M,test-clean,74720,test-clean/1089/134686/1089-134686-0029.flac 588 | 4970,F,test-clean,74880,test-clean/4970/29095/4970-29095-0012.flac 589 | 1580,F,test-clean,74960,test-clean/1580/141084/1580-141084-0009.flac 590 | 6829,F,test-clean,74960,test-clean/6829/68769/6829-68769-0011.flac 591 | 5142,F,test-clean,74960,test-clean/5142/36377/5142-36377-0017.flac 592 | 3729,F,test-clean,75040,test-clean/3729/6852/3729-6852-0026.flac 593 | 3570,F,test-clean,75200,test-clean/3570/5696/3570-5696-0004.flac 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8455,M,test-clean,75760,test-clean/8455/210777/8455-210777-0037.flac 608 | 5105,M,test-clean,75760,test-clean/5105/28233/5105-28233-0004.flac 609 | 6829,F,test-clean,75840,test-clean/6829/68769/6829-68769-0008.flac 610 | 8463,F,test-clean,75920,test-clean/8463/294828/8463-294828-0023.flac 611 | 7127,M,test-clean,75920,test-clean/7127/75947/7127-75947-0032.flac 612 | 1995,F,test-clean,75920,test-clean/1995/1826/1995-1826-0022.flac 613 | 1221,F,test-clean,76000,test-clean/1221/135766/1221-135766-0014.flac 614 | 4970,F,test-clean,76000,test-clean/4970/29095/4970-29095-0035.flac 615 | 7127,M,test-clean,76080,test-clean/7127/75946/7127-75946-0007.flac 616 | 4992,F,test-clean,76080,test-clean/4992/41797/4992-41797-0019.flac 617 | 4446,F,test-clean,76080,test-clean/4446/2275/4446-2275-0041.flac 618 | 5683,F,test-clean,76080,test-clean/5683/32866/5683-32866-0027.flac 619 | 1089,M,test-clean,76080,test-clean/1089/134691/1089-134691-0014.flac 620 | 672,M,test-clean,76160,test-clean/672/122797/672-122797-0003.flac 621 | 4970,F,test-clean,76240,test-clean/4970/29095/4970-29095-0022.flac 622 | 5142,F,test-clean,76320,test-clean/5142/33396/5142-33396-0022.flac 623 | 6829,F,test-clean,76320,test-clean/6829/68769/6829-68769-0040.flac 624 | 6829,F,test-clean,76320,test-clean/6829/68771/6829-68771-0014.flac 625 | 2300,M,test-clean,76320,test-clean/2300/131720/2300-131720-0024.flac 626 | 61,M,test-clean,76400,test-clean/61/70968/61-70968-0047.flac 627 | 7021,M,test-clean,76400,test-clean/7021/79759/7021-79759-0000.flac 628 | 1580,F,test-clean,76400,test-clean/1580/141083/1580-141083-0026.flac 629 | 4077,M,test-clean,76480,test-clean/4077/13754/4077-13754-0000.flac 630 | 8455,M,test-clean,76480,test-clean/8455/210777/8455-210777-0042.flac 631 | 6930,M,test-clean,76560,test-clean/6930/75918/6930-75918-0008.flac 632 | 3575,F,test-clean,76640,test-clean/3575/170457/3575-170457-0010.flac 633 | 908,M,test-clean,76640,test-clean/908/31957/908-31957-0002.flac 634 | 672,M,test-clean,76640,test-clean/672/122797/672-122797-0027.flac 635 | 237,F,test-clean,76640,test-clean/237/134493/237-134493-0018.flac 636 | 8224,M,test-clean,76880,test-clean/8224/274384/8224-274384-0009.flac 637 | 7127,M,test-clean,76960,test-clean/7127/75946/7127-75946-0003.flac 638 | 260,M,test-clean,76960,test-clean/260/123286/260-123286-0005.flac 639 | 2830,M,test-clean,76960,test-clean/2830/3980/2830-3980-0076.flac 640 | 672,M,test-clean,77040,test-clean/672/122797/672-122797-0066.flac 641 | 672,M,test-clean,77120,test-clean/672/122797/672-122797-0017.flac 642 | 5105,M,test-clean,77120,test-clean/5105/28241/5105-28241-0013.flac 643 | 1221,F,test-clean,77200,test-clean/1221/135766/1221-135766-0002.flac 644 | 4446,F,test-clean,77200,test-clean/4446/2273/4446-2273-0024.flac 645 | 1284,F,test-clean,77200,test-clean/1284/1180/1284-1180-0031.flac 646 | 3570,F,test-clean,77280,test-clean/3570/5695/3570-5695-0000.flac 647 | 4446,F,test-clean,77280,test-clean/4446/2273/4446-2273-0025.flac 648 | 121,F,test-clean,77280,test-clean/121/127105/121-127105-0012.flac 649 | 1284,F,test-clean,77360,test-clean/1284/1180/1284-1180-0003.flac 650 | 2830,M,test-clean,77440,test-clean/2830/3980/2830-3980-0008.flac 651 | 5683,F,test-clean,77520,test-clean/5683/32866/5683-32866-0030.flac 652 | 1320,M,test-clean,77520,test-clean/1320/122612/1320-122612-0006.flac 653 | 6930,M,test-clean,77600,test-clean/6930/76324/6930-76324-0023.flac 654 | 672,M,test-clean,77680,test-clean/672/122797/672-122797-0050.flac 655 | 2830,M,test-clean,77680,test-clean/2830/3980/2830-3980-0072.flac 656 | 5142,F,test-clean,77680,test-clean/5142/33396/5142-33396-0044.flac 657 | 260,M,test-clean,77840,test-clean/260/123288/260-123288-0016.flac 658 | 260,M,test-clean,77920,test-clean/260/123440/260-123440-0011.flac 659 | 5683,F,test-clean,78080,test-clean/5683/32866/5683-32866-0016.flac 660 | 2830,M,test-clean,78080,test-clean/2830/3980/2830-3980-0052.flac 661 | 8463,F,test-clean,78080,test-clean/8463/294828/8463-294828-0015.flac 662 | 1284,F,test-clean,78080,test-clean/1284/1180/1284-1180-0012.flac 663 | 260,M,test-clean,78080,test-clean/260/123288/260-123288-0006.flac 664 | 1188,M,test-clean,78160,test-clean/1188/133604/1188-133604-0043.flac 665 | 6930,M,test-clean,78160,test-clean/6930/81414/6930-81414-0023.flac 666 | 1580,F,test-clean,78160,test-clean/1580/141084/1580-141084-0039.flac 667 | 2830,M,test-clean,78240,test-clean/2830/3980/2830-3980-0041.flac 668 | 6829,F,test-clean,78240,test-clean/6829/68769/6829-68769-0023.flac 669 | 4507,F,test-clean,78240,test-clean/4507/16021/4507-16021-0045.flac 670 | 4507,F,test-clean,78320,test-clean/4507/16021/4507-16021-0003.flac 671 | 260,M,test-clean,78320,test-clean/260/123440/260-123440-0016.flac 672 | 1320,M,test-clean,78400,test-clean/1320/122617/1320-122617-0014.flac 673 | 61,M,test-clean,78480,test-clean/61/70968/61-70968-0000.flac 674 | 8463,F,test-clean,78480,test-clean/8463/294828/8463-294828-0012.flac 675 | 6829,F,test-clean,78560,test-clean/6829/68769/6829-68769-0030.flac 676 | 4992,F,test-clean,78560,test-clean/4992/23283/4992-23283-0008.flac 677 | 3575,F,test-clean,78640,test-clean/3575/170457/3575-170457-0051.flac 678 | 61,M,test-clean,78720,test-clean/61/70968/61-70968-0026.flac 679 | 2094,F,test-clean,78880,test-clean/2094/142345/2094-142345-0058.flac 680 | 4446,F,test-clean,78880,test-clean/4446/2275/4446-2275-0019.flac 681 | 672,M,test-clean,78880,test-clean/672/122797/672-122797-0018.flac 682 | 8455,M,test-clean,79040,test-clean/8455/210777/8455-210777-0052.flac 683 | 7176,M,test-clean,79040,test-clean/7176/92135/7176-92135-0041.flac 684 | 2961,F,test-clean,79040,test-clean/2961/961/2961-961-0021.flac 685 | 6829,F,test-clean,79120,test-clean/6829/68769/6829-68769-0024.flac 686 | 908,M,test-clean,79200,test-clean/908/157963/908-157963-0017.flac 687 | 908,M,test-clean,79280,test-clean/908/157963/908-157963-0028.flac 688 | 5142,F,test-clean,79520,test-clean/5142/36377/5142-36377-0018.flac 689 | 5142,F,test-clean,79600,test-clean/5142/33396/5142-33396-0007.flac 690 | 5683,F,test-clean,79600,test-clean/5683/32879/5683-32879-0023.flac 691 | 1580,F,test-clean,79680,test-clean/1580/141083/1580-141083-0035.flac 692 | 5142,F,test-clean,79760,test-clean/5142/33396/5142-33396-0019.flac 693 | 4077,M,test-clean,79760,test-clean/4077/13754/4077-13754-0004.flac 694 | 1580,F,test-clean,79760,test-clean/1580/141083/1580-141083-0015.flac 695 | 7021,M,test-clean,79760,test-clean/7021/79740/7021-79740-0003.flac 696 | 8455,M,test-clean,79840,test-clean/8455/210777/8455-210777-0035.flac 697 | 121,F,test-clean,79840,test-clean/121/121726/121-121726-0008.flac 698 | 1580,F,test-clean,79920,test-clean/1580/141084/1580-141084-0032.flac 699 | 260,M,test-clean,79920,test-clean/260/123440/260-123440-0020.flac 700 | 2830,M,test-clean,80000,test-clean/2830/3980/2830-3980-0068.flac 701 | 6930,M,test-clean,80000,test-clean/6930/81414/6930-81414-0020.flac 702 | 1580,F,test-clean,80000,test-clean/1580/141084/1580-141084-0011.flac 703 | 4992,F,test-clean,80000,test-clean/4992/23283/4992-23283-0010.flac 704 | 1995,F,test-clean,80160,test-clean/1995/1826/1995-1826-0018.flac 705 | 672,M,test-clean,80160,test-clean/672/122797/672-122797-0069.flac 706 | 7021,M,test-clean,80240,test-clean/7021/85628/7021-85628-0005.flac 707 | 2830,M,test-clean,80240,test-clean/2830/3980/2830-3980-0053.flac 708 | 5142,F,test-clean,80320,test-clean/5142/33396/5142-33396-0001.flac 709 | 6930,M,test-clean,80400,test-clean/6930/75918/6930-75918-0002.flac 710 | 61,M,test-clean,80400,test-clean/61/70968/61-70968-0023.flac 711 | 61,M,test-clean,80400,test-clean/61/70970/61-70970-0020.flac 712 | 3570,F,test-clean,80400,test-clean/3570/5695/3570-5695-0009.flac 713 | 237,F,test-clean,80400,test-clean/237/134500/237-134500-0032.flac 714 | 121,F,test-clean,80400,test-clean/121/127105/121-127105-0001.flac 715 | 6930,M,test-clean,80560,test-clean/6930/76324/6930-76324-0005.flac 716 | 237,F,test-clean,80560,test-clean/237/134493/237-134493-0011.flac 717 | 237,F,test-clean,80640,test-clean/237/126133/237-126133-0022.flac 718 | 7176,M,test-clean,80720,test-clean/7176/88083/7176-88083-0012.flac 719 | 7127,M,test-clean,80720,test-clean/7127/75947/7127-75947-0013.flac 720 | 6930,M,test-clean,80800,test-clean/6930/81414/6930-81414-0024.flac 721 | 4446,F,test-clean,80800,test-clean/4446/2275/4446-2275-0021.flac 722 | 5142,F,test-clean,80880,test-clean/5142/36586/5142-36586-0003.flac 723 | 1580,F,test-clean,80960,test-clean/1580/141084/1580-141084-0042.flac 724 | 260,M,test-clean,80960,test-clean/260/123286/260-123286-0031.flac 725 | 61,M,test-clean,81040,test-clean/61/70968/61-70968-0057.flac 726 | 237,F,test-clean,81120,test-clean/237/134500/237-134500-0002.flac 727 | 61,M,test-clean,81120,test-clean/61/70968/61-70968-0005.flac 728 | 121,F,test-clean,81200,test-clean/121/127105/121-127105-0022.flac 729 | 672,M,test-clean,81200,test-clean/672/122797/672-122797-0063.flac 730 | 260,M,test-clean,81280,test-clean/260/123288/260-123288-0001.flac 731 | 61,M,test-clean,81280,test-clean/61/70970/61-70970-0027.flac 732 | 2300,M,test-clean,81280,test-clean/2300/131720/2300-131720-0000.flac 733 | 7127,M,test-clean,81440,test-clean/7127/75946/7127-75946-0024.flac 734 | 8555,F,test-clean,81520,test-clean/8555/284449/8555-284449-0020.flac 735 | 1995,F,test-clean,81520,test-clean/1995/1826/1995-1826-0024.flac 736 | 4077,M,test-clean,81520,test-clean/4077/13751/4077-13751-0017.flac 737 | 908,M,test-clean,81680,test-clean/908/157963/908-157963-0016.flac 738 | 61,M,test-clean,81680,test-clean/61/70968/61-70968-0020.flac 739 | 61,M,test-clean,81760,test-clean/61/70968/61-70968-0017.flac 740 | 7127,M,test-clean,81760,test-clean/7127/75947/7127-75947-0023.flac 741 | 672,M,test-clean,81760,test-clean/672/122797/672-122797-0034.flac 742 | 1284,F,test-clean,81840,test-clean/1284/1181/1284-1181-0015.flac 743 | 2961,F,test-clean,81920,test-clean/2961/961/2961-961-0013.flac 744 | 8555,F,test-clean,81920,test-clean/8555/284449/8555-284449-0015.flac 745 | 237,F,test-clean,81920,test-clean/237/134500/237-134500-0021.flac 746 | 672,M,test-clean,82000,test-clean/672/122797/672-122797-0040.flac 747 | 6829,F,test-clean,82000,test-clean/6829/68769/6829-68769-0020.flac 748 | 1995,F,test-clean,82000,test-clean/1995/1826/1995-1826-0005.flac 749 | 1320,M,test-clean,82000,test-clean/1320/122617/1320-122617-0015.flac 750 | 5683,F,test-clean,82000,test-clean/5683/32866/5683-32866-0002.flac 751 | 1580,F,test-clean,82160,test-clean/1580/141083/1580-141083-0020.flac 752 | 61,M,test-clean,82160,test-clean/61/70970/61-70970-0031.flac 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6829,F,test-clean,83200,test-clean/6829/68771/6829-68771-0036.flac 767 | 260,M,test-clean,83360,test-clean/260/123286/260-123286-0015.flac 768 | 1089,M,test-clean,83360,test-clean/1089/134686/1089-134686-0037.flac 769 | 4507,F,test-clean,83440,test-clean/4507/16021/4507-16021-0048.flac 770 | 1089,M,test-clean,83441,test-clean/1089/134686/1089-134686-0004.flac 771 | 1320,M,test-clean,83600,test-clean/1320/122617/1320-122617-0026.flac 772 | 1580,F,test-clean,83600,test-clean/1580/141083/1580-141083-0027.flac 773 | 908,M,test-clean,83600,test-clean/908/157963/908-157963-0027.flac 774 | 260,M,test-clean,83600,test-clean/260/123288/260-123288-0017.flac 775 | 672,M,test-clean,83600,test-clean/672/122797/672-122797-0056.flac 776 | 7176,M,test-clean,83680,test-clean/7176/92135/7176-92135-0045.flac 777 | 3729,F,test-clean,83840,test-clean/3729/6852/3729-6852-0036.flac 778 | 1284,F,test-clean,83920,test-clean/1284/1181/1284-1181-0009.flac 779 | 260,M,test-clean,83920,test-clean/260/123440/260-123440-0012.flac 780 | 1995,F,test-clean,84000,test-clean/1995/1826/1995-1826-0019.flac 781 | 7021,M,test-clean,84000,test-clean/7021/79759/7021-79759-0002.flac 782 | 1580,F,test-clean,84000,test-clean/1580/141084/1580-141084-0047.flac 783 | 4970,F,test-clean,84000,test-clean/4970/29095/4970-29095-0036.flac 784 | 2830,M,test-clean,84000,test-clean/2830/3980/2830-3980-0030.flac 785 | 4446,F,test-clean,84080,test-clean/4446/2273/4446-2273-0021.flac 786 | 1284,F,test-clean,84160,test-clean/1284/1180/1284-1180-0024.flac 787 | 3729,F,test-clean,84240,test-clean/3729/6852/3729-6852-0028.flac 788 | 2094,F,test-clean,84320,test-clean/2094/142345/2094-142345-0024.flac 789 | 5142,F,test-clean,84480,test-clean/5142/33396/5142-33396-0033.flac 790 | 8463,F,test-clean,84560,test-clean/8463/294828/8463-294828-0029.flac 791 | 7127,M,test-clean,84560,test-clean/7127/75947/7127-75947-0029.flac 792 | 2961,F,test-clean,84640,test-clean/2961/961/2961-961-0018.flac 793 | 5105,M,test-clean,84640,test-clean/5105/28241/5105-28241-0019.flac 794 | 7729,M,test-clean,84720,test-clean/7729/102255/7729-102255-0014.flac 795 | 1995,F,test-clean,84800,test-clean/1995/1836/1995-1836-0013.flac 796 | 2094,F,test-clean,84960,test-clean/2094/142345/2094-142345-0051.flac 797 | 1580,F,test-clean,85120,test-clean/1580/141083/1580-141083-0010.flac 798 | 6829,F,test-clean,85120,test-clean/6829/68771/6829-68771-0027.flac 799 | 7021,M,test-clean,85280,test-clean/7021/85628/7021-85628-0012.flac 800 | 3570,F,test-clean,85280,test-clean/3570/5694/3570-5694-0004.flac 801 | 8455,M,test-clean,85281,test-clean/8455/210777/8455-210777-0017.flac 802 | 2094,F,test-clean,85360,test-clean/2094/142345/2094-142345-0021.flac 803 | 1320,M,test-clean,85360,test-clean/1320/122617/1320-122617-0021.flac 804 | 1284,F,test-clean,85360,test-clean/1284/1180/1284-1180-0029.flac 805 | 4446,F,test-clean,85440,test-clean/4446/2271/4446-2271-0014.flac 806 | 5142,F,test-clean,85520,test-clean/5142/33396/5142-33396-0024.flac 807 | 4507,F,test-clean,85600,test-clean/4507/16021/4507-16021-0037.flac 808 | 2830,M,test-clean,85600,test-clean/2830/3980/2830-3980-0056.flac 809 | 3570,F,test-clean,85680,test-clean/3570/5695/3570-5695-0003.flac 810 | 61,M,test-clean,85680,test-clean/61/70968/61-70968-0028.flac 811 | 1089,M,test-clean,85760,test-clean/1089/134691/1089-134691-0005.flac 812 | 672,M,test-clean,85840,test-clean/672/122797/672-122797-0036.flac 813 | 7021,M,test-clean,85840,test-clean/7021/85628/7021-85628-0021.flac 814 | 1188,M,test-clean,85840,test-clean/1188/133604/1188-133604-0038.flac 815 | 8463,F,test-clean,85920,test-clean/8463/294828/8463-294828-0037.flac 816 | 61,M,test-clean,86000,test-clean/61/70968/61-70968-0015.flac 817 | 1995,F,test-clean,86080,test-clean/1995/1837/1995-1837-0019.flac 818 | 1995,F,test-clean,86160,test-clean/1995/1837/1995-1837-0024.flac 819 | 5142,F,test-clean,86240,test-clean/5142/36377/5142-36377-0001.flac 820 | 4446,F,test-clean,86400,test-clean/4446/2275/4446-2275-0042.flac 821 | 61,M,test-clean,86480,test-clean/61/70970/61-70970-0021.flac 822 | 4446,F,test-clean,86480,test-clean/4446/2273/4446-2273-0028.flac 823 | 6930,M,test-clean,86560,test-clean/6930/76324/6930-76324-0017.flac 824 | 2830,M,test-clean,86640,test-clean/2830/3980/2830-3980-0063.flac 825 | 1089,M,test-clean,86640,test-clean/1089/134691/1089-134691-0001.flac 826 | 7176,M,test-clean,86640,test-clean/7176/88083/7176-88083-0020.flac 827 | 6829,F,test-clean,86800,test-clean/6829/68771/6829-68771-0023.flac 828 | 8463,F,test-clean,86800,test-clean/8463/287645/8463-287645-0012.flac 829 | 4507,F,test-clean,86960,test-clean/4507/16021/4507-16021-0036.flac 830 | 4446,F,test-clean,86960,test-clean/4446/2273/4446-2273-0004.flac 831 | 2830,M,test-clean,87040,test-clean/2830/3980/2830-3980-0062.flac 832 | 8224,M,test-clean,87040,test-clean/8224/274384/8224-274384-0013.flac 833 | 4992,F,test-clean,87120,test-clean/4992/41797/4992-41797-0011.flac 834 | 6829,F,test-clean,87200,test-clean/6829/68771/6829-68771-0033.flac 835 | 2300,M,test-clean,87280,test-clean/2300/131720/2300-131720-0040.flac 836 | 5683,F,test-clean,87280,test-clean/5683/32865/5683-32865-0017.flac 837 | 5683,F,test-clean,87280,test-clean/5683/32866/5683-32866-0018.flac 838 | 5105,M,test-clean,87280,test-clean/5105/28240/5105-28240-0000.flac 839 | 7127,M,test-clean,87360,test-clean/7127/75947/7127-75947-0007.flac 840 | 8555,F,test-clean,87360,test-clean/8555/284447/8555-284447-0018.flac 841 | 5142,F,test-clean,87520,test-clean/5142/33396/5142-33396-0059.flac 842 | 7176,M,test-clean,87520,test-clean/7176/92135/7176-92135-0005.flac 843 | 61,M,test-clean,87600,test-clean/61/70968/61-70968-0019.flac 844 | 61,M,test-clean,87600,test-clean/61/70970/61-70970-0026.flac 845 | 4970,F,test-clean,87680,test-clean/4970/29095/4970-29095-0002.flac 846 | 4992,F,test-clean,87760,test-clean/4992/41797/4992-41797-0000.flac 847 | 8555,F,test-clean,87760,test-clean/8555/284447/8555-284447-0004.flac 848 | 7729,M,test-clean,87760,test-clean/7729/102255/7729-102255-0025.flac 849 | 5142,F,test-clean,87760,test-clean/5142/36377/5142-36377-0004.flac 850 | 4446,F,test-clean,87920,test-clean/4446/2275/4446-2275-0026.flac 851 | 4446,F,test-clean,87920,test-clean/4446/2271/4446-2271-0008.flac 852 | 7729,M,test-clean,88000,test-clean/7729/102255/7729-102255-0023.flac 853 | 5105,M,test-clean,88080,test-clean/5105/28233/5105-28233-0006.flac 854 | 1580,F,test-clean,88080,test-clean/1580/141083/1580-141083-0044.flac 855 | 260,M,test-clean,88240,test-clean/260/123288/260-123288-0008.flac 856 | 3729,F,test-clean,88240,test-clean/3729/6852/3729-6852-0024.flac 857 | 5105,M,test-clean,88240,test-clean/5105/28240/5105-28240-0003.flac 858 | 2830,M,test-clean,88400,test-clean/2830/3980/2830-3980-0011.flac 859 | 7176,M,test-clean,88480,test-clean/7176/88083/7176-88083-0026.flac 860 | 3575,F,test-clean,88480,test-clean/3575/170457/3575-170457-0028.flac 861 | 61,M,test-clean,88480,test-clean/61/70968/61-70968-0061.flac 862 | 8455,M,test-clean,88560,test-clean/8455/210777/8455-210777-0059.flac 863 | 1320,M,test-clean,88640,test-clean/1320/122612/1320-122612-0007.flac 864 | 2830,M,test-clean,88640,test-clean/2830/3980/2830-3980-0038.flac 865 | 4507,F,test-clean,88720,test-clean/4507/16021/4507-16021-0033.flac 866 | 8455,M,test-clean,88720,test-clean/8455/210777/8455-210777-0056.flac 867 | 6829,F,test-clean,88880,test-clean/6829/68769/6829-68769-0036.flac 868 | 3575,F,test-clean,88880,test-clean/3575/170457/3575-170457-0048.flac 869 | 6829,F,test-clean,88880,test-clean/6829/68769/6829-68769-0031.flac 870 | 2830,M,test-clean,88881,test-clean/2830/3980/2830-3980-0069.flac 871 | 6930,M,test-clean,88960,test-clean/6930/76324/6930-76324-0002.flac 872 | 5142,F,test-clean,89040,test-clean/5142/33396/5142-33396-0067.flac 873 | 5142,F,test-clean,89120,test-clean/5142/33396/5142-33396-0051.flac 874 | 7127,M,test-clean,89120,test-clean/7127/75947/7127-75947-0025.flac 875 | 61,M,test-clean,89280,test-clean/61/70968/61-70968-0050.flac 876 | 1995,F,test-clean,89280,test-clean/1995/1837/1995-1837-0029.flac 877 | 4970,F,test-clean,89280,test-clean/4970/29093/4970-29093-0020.flac 878 | 8455,M,test-clean,89440,test-clean/8455/210777/8455-210777-0039.flac 879 | 4970,F,test-clean,89600,test-clean/4970/29095/4970-29095-0009.flac 880 | 3570,F,test-clean,89760,test-clean/3570/5694/3570-5694-0013.flac 881 | 2300,M,test-clean,89760,test-clean/2300/131720/2300-131720-0038.flac 882 | 1284,F,test-clean,89760,test-clean/1284/1180/1284-1180-0023.flac 883 | 4507,F,test-clean,89840,test-clean/4507/16021/4507-16021-0011.flac 884 | 5142,F,test-clean,89920,test-clean/5142/36377/5142-36377-0002.flac 885 | 5683,F,test-clean,89920,test-clean/5683/32866/5683-32866-0028.flac 886 | 7729,M,test-clean,90000,test-clean/7729/102255/7729-102255-0035.flac 887 | 4992,F,test-clean,90000,test-clean/4992/41797/4992-41797-0002.flac 888 | 6829,F,test-clean,90000,test-clean/6829/68771/6829-68771-0011.flac 889 | 2094,F,test-clean,90080,test-clean/2094/142345/2094-142345-0027.flac 890 | 1089,M,test-clean,90160,test-clean/1089/134691/1089-134691-0022.flac 891 | 5639,M,test-clean,90320,test-clean/5639/40744/5639-40744-0005.flac 892 | 1320,M,test-clean,90480,test-clean/1320/122617/1320-122617-0017.flac 893 | 1320,M,test-clean,90480,test-clean/1320/122617/1320-122617-0006.flac 894 | 5105,M,test-clean,90640,test-clean/5105/28240/5105-28240-0017.flac 895 | 260,M,test-clean,90720,test-clean/260/123286/260-123286-0018.flac 896 | 3570,F,test-clean,90800,test-clean/3570/5694/3570-5694-0001.flac 897 | 4077,M,test-clean,90880,test-clean/4077/13754/4077-13754-0003.flac 898 | 2094,F,test-clean,90880,test-clean/2094/142345/2094-142345-0054.flac 899 | 61,M,test-clean,90960,test-clean/61/70968/61-70968-0030.flac 900 | 61,M,test-clean,90960,test-clean/61/70968/61-70968-0033.flac 901 | 8455,M,test-clean,90960,test-clean/8455/210777/8455-210777-0005.flac 902 | 1320,M,test-clean,91039,test-clean/1320/122617/1320-122617-0027.flac 903 | 7176,M,test-clean,91120,test-clean/7176/88083/7176-88083-0000.flac 904 | 2830,M,test-clean,91200,test-clean/2830/3980/2830-3980-0074.flac 905 | 2961,F,test-clean,91280,test-clean/2961/961/2961-961-0009.flac 906 | 3729,F,test-clean,91360,test-clean/3729/6852/3729-6852-0014.flac 907 | 4446,F,test-clean,91440,test-clean/4446/2271/4446-2271-0018.flac 908 | 6829,F,test-clean,91520,test-clean/6829/68769/6829-68769-0032.flac 909 | 8463,F,test-clean,91600,test-clean/8463/294828/8463-294828-0014.flac 910 | 1580,F,test-clean,91680,test-clean/1580/141083/1580-141083-0037.flac 911 | 6829,F,test-clean,91760,test-clean/6829/68769/6829-68769-0025.flac 912 | 5142,F,test-clean,91920,test-clean/5142/33396/5142-33396-0054.flac 913 | 2830,M,test-clean,92240,test-clean/2830/3980/2830-3980-0036.flac 914 | 3729,F,test-clean,92320,test-clean/3729/6852/3729-6852-0038.flac 915 | 8555,F,test-clean,92320,test-clean/8555/292519/8555-292519-0010.flac 916 | 8555,F,test-clean,92400,test-clean/8555/284449/8555-284449-0013.flac 917 | 121,F,test-clean,92480,test-clean/121/127105/121-127105-0011.flac 918 | 1284,F,test-clean,92480,test-clean/1284/1180/1284-1180-0032.flac 919 | 5142,F,test-clean,92480,test-clean/5142/36377/5142-36377-0024.flac 920 | 2830,M,test-clean,92640,test-clean/2830/3980/2830-3980-0075.flac 921 | 5142,F,test-clean,92640,test-clean/5142/36377/5142-36377-0023.flac 922 | 121,F,test-clean,92640,test-clean/121/127105/121-127105-0007.flac 923 | 260,M,test-clean,92720,test-clean/260/123286/260-123286-0009.flac 924 | 908,M,test-clean,92800,test-clean/908/31957/908-31957-0007.flac 925 | 7176,M,test-clean,92960,test-clean/7176/88083/7176-88083-0019.flac 926 | 4970,F,test-clean,92960,test-clean/4970/29095/4970-29095-0034.flac 927 | 1089,M,test-clean,92960,test-clean/1089/134686/1089-134686-0034.flac 928 | 1089,M,test-clean,93040,test-clean/1089/134686/1089-134686-0015.flac 929 | 121,F,test-clean,93120,test-clean/121/127105/121-127105-0005.flac 930 | 5639,M,test-clean,93200,test-clean/5639/40744/5639-40744-0007.flac 931 | 3575,F,test-clean,93200,test-clean/3575/170457/3575-170457-0022.flac 932 | 1284,F,test-clean,93360,test-clean/1284/1180/1284-1180-0015.flac 933 | 6930,M,test-clean,93600,test-clean/6930/75918/6930-75918-0006.flac 934 | 1221,F,test-clean,93600,test-clean/1221/135767/1221-135767-0024.flac 935 | 3575,F,test-clean,93601,test-clean/3575/170457/3575-170457-0012.flac 936 | 1580,F,test-clean,93840,test-clean/1580/141083/1580-141083-0042.flac 937 | 4446,F,test-clean,93840,test-clean/4446/2273/4446-2273-0022.flac 938 | 1221,F,test-clean,93840,test-clean/1221/135767/1221-135767-0005.flac 939 | 1284,F,test-clean,93920,test-clean/1284/1180/1284-1180-0020.flac 940 | 260,M,test-clean,94000,test-clean/260/123286/260-123286-0023.flac 941 | 4446,F,test-clean,94080,test-clean/4446/2275/4446-2275-0043.flac 942 | 5639,M,test-clean,94080,test-clean/5639/40744/5639-40744-0017.flac 943 | 5142,F,test-clean,94080,test-clean/5142/33396/5142-33396-0052.flac 944 | 3729,F,test-clean,94240,test-clean/3729/6852/3729-6852-0037.flac 945 | 908,M,test-clean,94240,test-clean/908/31957/908-31957-0006.flac 946 | 8555,F,test-clean,94320,test-clean/8555/284449/8555-284449-0016.flac 947 | 1089,M,test-clean,94320,test-clean/1089/134691/1089-134691-0006.flac 948 | 908,M,test-clean,94320,test-clean/908/31957/908-31957-0020.flac 949 | 121,F,test-clean,94320,test-clean/121/127105/121-127105-0013.flac 950 | 1995,F,test-clean,94400,test-clean/1995/1826/1995-1826-0016.flac 951 | 7729,M,test-clean,94480,test-clean/7729/102255/7729-102255-0027.flac 952 | 1580,F,test-clean,94480,test-clean/1580/141084/1580-141084-0002.flac 953 | 4507,F,test-clean,94560,test-clean/4507/16021/4507-16021-0049.flac 954 | 1320,M,test-clean,94640,test-clean/1320/122612/1320-122612-0005.flac 955 | 8463,F,test-clean,94640,test-clean/8463/294828/8463-294828-0020.flac 956 | 6829,F,test-clean,94720,test-clean/6829/68771/6829-68771-0006.flac 957 | 121,F,test-clean,94800,test-clean/121/121726/121-121726-0001.flac 958 | 8455,M,test-clean,94800,test-clean/8455/210777/8455-210777-0018.flac 959 | 8455,M,test-clean,95120,test-clean/8455/210777/8455-210777-0070.flac 960 | 1580,F,test-clean,95360,test-clean/1580/141084/1580-141084-0016.flac 961 | 7021,M,test-clean,95440,test-clean/7021/79740/7021-79740-0006.flac 962 | 8463,F,test-clean,95441,test-clean/8463/294825/8463-294825-0012.flac 963 | 8463,F,test-clean,95680,test-clean/8463/294828/8463-294828-0027.flac 964 | 61,M,test-clean,95680,test-clean/61/70970/61-70970-0037.flac 965 | 7127,M,test-clean,95680,test-clean/7127/75947/7127-75947-0003.flac 966 | 1580,F,test-clean,95760,test-clean/1580/141084/1580-141084-0040.flac 967 | 7021,M,test-clean,95920,test-clean/7021/79740/7021-79740-0001.flac 968 | 1995,F,test-clean,96000,test-clean/1995/1836/1995-1836-0001.flac 969 | 5105,M,test-clean,96240,test-clean/5105/28240/5105-28240-0004.flac 970 | 4992,F,test-clean,96320,test-clean/4992/41806/4992-41806-0013.flac 971 | 5105,M,test-clean,96320,test-clean/5105/28240/5105-28240-0011.flac 972 | 8555,F,test-clean,96400,test-clean/8555/292519/8555-292519-0008.flac 973 | 61,M,test-clean,96400,test-clean/61/70968/61-70968-0024.flac 974 | 4446,F,test-clean,96400,test-clean/4446/2275/4446-2275-0012.flac 975 | 4970,F,test-clean,96640,test-clean/4970/29095/4970-29095-0024.flac 976 | 1284,F,test-clean,96720,test-clean/1284/1180/1284-1180-0028.flac 977 | 3575,F,test-clean,96880,test-clean/3575/170457/3575-170457-0029.flac 978 | 6829,F,test-clean,96880,test-clean/6829/68769/6829-68769-0034.flac 979 | 6930,M,test-clean,96880,test-clean/6930/81414/6930-81414-0008.flac 980 | 5683,F,test-clean,97040,test-clean/5683/32865/5683-32865-0007.flac 981 | 61,M,test-clean,97200,test-clean/61/70970/61-70970-0000.flac 982 | 61,M,test-clean,97200,test-clean/61/70970/61-70970-0011.flac 983 | 1284,F,test-clean,97280,test-clean/1284/1181/1284-1181-0008.flac 984 | 2830,M,test-clean,97360,test-clean/2830/3980/2830-3980-0066.flac 985 | 5142,F,test-clean,97520,test-clean/5142/33396/5142-33396-0042.flac 986 | 1188,M,test-clean,97520,test-clean/1188/133604/1188-133604-0010.flac 987 | 4446,F,test-clean,97600,test-clean/4446/2273/4446-2273-0023.flac 988 | 8463,F,test-clean,97600,test-clean/8463/287645/8463-287645-0004.flac 989 | 5683,F,test-clean,97760,test-clean/5683/32879/5683-32879-0005.flac 990 | 4507,F,test-clean,97840,test-clean/4507/16021/4507-16021-0014.flac 991 | 2830,M,test-clean,97920,test-clean/2830/3979/2830-3979-0000.flac 992 | 5683,F,test-clean,97920,test-clean/5683/32865/5683-32865-0008.flac 993 | 1995,F,test-clean,97920,test-clean/1995/1826/1995-1826-0020.flac 994 | 2094,F,test-clean,98000,test-clean/2094/142345/2094-142345-0049.flac 995 | 2961,F,test-clean,98000,test-clean/2961/961/2961-961-0020.flac 996 | 237,F,test-clean,98080,test-clean/237/134500/237-134500-0000.flac 997 | 1580,F,test-clean,98160,test-clean/1580/141083/1580-141083-0002.flac 998 | 8555,F,test-clean,98160,test-clean/8555/284449/8555-284449-0008.flac 999 | 1995,F,test-clean,98320,test-clean/1995/1826/1995-1826-0017.flac 1000 | 237,F,test-clean,98400,test-clean/237/126133/237-126133-0006.flac 1001 | 6930,M,test-clean,98400,test-clean/6930/76324/6930-76324-0004.flac 1002 | 4446,F,test-clean,98400,test-clean/4446/2273/4446-2273-0035.flac 1003 | 3575,F,test-clean,98480,test-clean/3575/170457/3575-170457-0019.flac 1004 | 61,M,test-clean,98480,test-clean/61/70970/61-70970-0001.flac 1005 | 2830,M,test-clean,98560,test-clean/2830/3980/2830-3980-0023.flac 1006 | 6930,M,test-clean,98560,test-clean/6930/75918/6930-75918-0017.flac 1007 | 6829,F,test-clean,98640,test-clean/6829/68771/6829-68771-0005.flac 1008 | 4507,F,test-clean,98720,test-clean/4507/16021/4507-16021-0051.flac 1009 | 5142,F,test-clean,98880,test-clean/5142/36377/5142-36377-0007.flac 1010 | 908,M,test-clean,98880,test-clean/908/31957/908-31957-0013.flac 1011 | 1995,F,test-clean,98880,test-clean/1995/1826/1995-1826-0012.flac 1012 | 8463,F,test-clean,99040,test-clean/8463/294828/8463-294828-0002.flac 1013 | 8455,M,test-clean,99120,test-clean/8455/210777/8455-210777-0040.flac 1014 | 260,M,test-clean,99200,test-clean/260/123440/260-123440-0015.flac 1015 | 4507,F,test-clean,99200,test-clean/4507/16021/4507-16021-0022.flac 1016 | 4507,F,test-clean,99280,test-clean/4507/16021/4507-16021-0059.flac 1017 | 3729,F,test-clean,99360,test-clean/3729/6852/3729-6852-0018.flac 1018 | 237,F,test-clean,99360,test-clean/237/126133/237-126133-0017.flac 1019 | 7176,M,test-clean,99440,test-clean/7176/92135/7176-92135-0023.flac 1020 | 4970,F,test-clean,99520,test-clean/4970/29093/4970-29093-0022.flac 1021 | 6829,F,test-clean,99600,test-clean/6829/68771/6829-68771-0030.flac 1022 | 5142,F,test-clean,99680,test-clean/5142/33396/5142-33396-0006.flac 1023 | 8224,M,test-clean,99680,test-clean/8224/274384/8224-274384-0007.flac 1024 | 237,F,test-clean,99840,test-clean/237/126133/237-126133-0010.flac 1025 | 8455,M,test-clean,99840,test-clean/8455/210777/8455-210777-0002.flac 1026 | 5105,M,test-clean,99841,test-clean/5105/28240/5105-28240-0019.flac 1027 | 6829,F,test-clean,99920,test-clean/6829/68771/6829-68771-0024.flac 1028 | 8230,M,test-clean,100000,test-clean/8230/279154/8230-279154-0011.flac 1029 | 1580,F,test-clean,100000,test-clean/1580/141083/1580-141083-0031.flac 1030 | 7127,M,test-clean,100160,test-clean/7127/75947/7127-75947-0015.flac 1031 | 1284,F,test-clean,100240,test-clean/1284/1180/1284-1180-0007.flac 1032 | 8230,M,test-clean,100240,test-clean/8230/279154/8230-279154-0023.flac 1033 | 672,M,test-clean,100320,test-clean/672/122797/672-122797-0070.flac 1034 | 4507,F,test-clean,100400,test-clean/4507/16021/4507-16021-0052.flac 1035 | 4446,F,test-clean,100480,test-clean/4446/2275/4446-2275-0029.flac 1036 | 2094,F,test-clean,100480,test-clean/2094/142345/2094-142345-0039.flac 1037 | 908,M,test-clean,100480,test-clean/908/157963/908-157963-0010.flac 1038 | 1284,F,test-clean,100560,test-clean/1284/1180/1284-1180-0009.flac 1039 | 5105,M,test-clean,100560,test-clean/5105/28241/5105-28241-0016.flac 1040 | 1320,M,test-clean,100560,test-clean/1320/122617/1320-122617-0003.flac 1041 | 1320,M,test-clean,100560,test-clean/1320/122617/1320-122617-0031.flac 1042 | 260,M,test-clean,100880,test-clean/260/123288/260-123288-0027.flac 1043 | 6930,M,test-clean,101040,test-clean/6930/76324/6930-76324-0020.flac 1044 | 5683,F,test-clean,101360,test-clean/5683/32865/5683-32865-0010.flac 1045 | 4446,F,test-clean,101440,test-clean/4446/2275/4446-2275-0000.flac 1046 | 8230,M,test-clean,101440,test-clean/8230/279154/8230-279154-0024.flac 1047 | 4507,F,test-clean,101520,test-clean/4507/16021/4507-16021-0056.flac 1048 | 4446,F,test-clean,101600,test-clean/4446/2271/4446-2271-0001.flac 1049 | 5683,F,test-clean,101600,test-clean/5683/32879/5683-32879-0019.flac 1050 | 237,F,test-clean,101600,test-clean/237/134500/237-134500-0033.flac 1051 | 5683,F,test-clean,101680,test-clean/5683/32865/5683-32865-0011.flac 1052 | 1995,F,test-clean,101760,test-clean/1995/1837/1995-1837-0004.flac 1053 | 1320,M,test-clean,101760,test-clean/1320/122617/1320-122617-0025.flac 1054 | 6829,F,test-clean,101760,test-clean/6829/68769/6829-68769-0053.flac 1055 | 8463,F,test-clean,101840,test-clean/8463/294828/8463-294828-0033.flac 1056 | 8555,F,test-clean,101840,test-clean/8555/284447/8555-284447-0007.flac 1057 | 8455,M,test-clean,101920,test-clean/8455/210777/8455-210777-0041.flac 1058 | 61,M,test-clean,102000,test-clean/61/70968/61-70968-0011.flac 1059 | 8463,F,test-clean,102080,test-clean/8463/287645/8463-287645-0011.flac 1060 | 6930,M,test-clean,102080,test-clean/6930/75918/6930-75918-0015.flac 1061 | 1320,M,test-clean,102160,test-clean/1320/122612/1320-122612-0015.flac 1062 | 2094,F,test-clean,102240,test-clean/2094/142345/2094-142345-0048.flac 1063 | 3575,F,test-clean,102480,test-clean/3575/170457/3575-170457-0050.flac 1064 | 2830,M,test-clean,102560,test-clean/2830/3980/2830-3980-0006.flac 1065 | 2830,M,test-clean,102720,test-clean/2830/3980/2830-3980-0037.flac 1066 | 672,M,test-clean,102720,test-clean/672/122797/672-122797-0007.flac 1067 | 1320,M,test-clean,102800,test-clean/1320/122612/1320-122612-0004.flac 1068 | 2300,M,test-clean,102800,test-clean/2300/131720/2300-131720-0029.flac 1069 | 1284,F,test-clean,102960,test-clean/1284/1181/1284-1181-0010.flac 1070 | 2830,M,test-clean,103040,test-clean/2830/3980/2830-3980-0051.flac 1071 | 8230,M,test-clean,103040,test-clean/8230/279154/8230-279154-0022.flac 1072 | 2830,M,test-clean,103200,test-clean/2830/3980/2830-3980-0005.flac 1073 | 4992,F,test-clean,103200,test-clean/4992/41797/4992-41797-0022.flac 1074 | 7021,M,test-clean,103200,test-clean/7021/85628/7021-85628-0020.flac 1075 | 7021,M,test-clean,103280,test-clean/7021/85628/7021-85628-0002.flac 1076 | 5105,M,test-clean,103280,test-clean/5105/28241/5105-28241-0000.flac 1077 | 7021,M,test-clean,103440,test-clean/7021/79740/7021-79740-0004.flac 1078 | 1580,F,test-clean,103520,test-clean/1580/141084/1580-141084-0031.flac 1079 | 7176,M,test-clean,103520,test-clean/7176/92135/7176-92135-0036.flac 1080 | 8224,M,test-clean,103680,test-clean/8224/274381/8224-274381-0011.flac 1081 | 908,M,test-clean,103680,test-clean/908/31957/908-31957-0016.flac 1082 | 6829,F,test-clean,103920,test-clean/6829/68769/6829-68769-0048.flac 1083 | 237,F,test-clean,104160,test-clean/237/126133/237-126133-0005.flac 1084 | 2830,M,test-clean,104240,test-clean/2830/3980/2830-3980-0065.flac 1085 | 7127,M,test-clean,104320,test-clean/7127/75946/7127-75946-0020.flac 1086 | 3575,F,test-clean,104320,test-clean/3575/170457/3575-170457-0045.flac 1087 | 6829,F,test-clean,104400,test-clean/6829/68769/6829-68769-0015.flac 1088 | 3575,F,test-clean,104400,test-clean/3575/170457/3575-170457-0047.flac 1089 | 2830,M,test-clean,104400,test-clean/2830/3980/2830-3980-0010.flac 1090 | 2094,F,test-clean,104480,test-clean/2094/142345/2094-142345-0052.flac 1091 | 5683,F,test-clean,104720,test-clean/5683/32879/5683-32879-0020.flac 1092 | 1284,F,test-clean,104800,test-clean/1284/1180/1284-1180-0005.flac 1093 | 61,M,test-clean,104800,test-clean/61/70970/61-70970-0028.flac 1094 | 1320,M,test-clean,104800,test-clean/1320/122612/1320-122612-0013.flac 1095 | 1089,M,test-clean,104800,test-clean/1089/134686/1089-134686-0021.flac 1096 | 1580,F,test-clean,104800,test-clean/1580/141083/1580-141083-0003.flac 1097 | 237,F,test-clean,104800,test-clean/237/134493/237-134493-0015.flac 1098 | 7127,M,test-clean,104880,test-clean/7127/75947/7127-75947-0026.flac 1099 | 6829,F,test-clean,104880,test-clean/6829/68771/6829-68771-0032.flac 1100 | 672,M,test-clean,104880,test-clean/672/122797/672-122797-0048.flac 1101 | 8230,M,test-clean,104960,test-clean/8230/279154/8230-279154-0021.flac 1102 | 672,M,test-clean,104960,test-clean/672/122797/672-122797-0057.flac 1103 | 237,F,test-clean,104960,test-clean/237/126133/237-126133-0003.flac 1104 | 908,M,test-clean,105040,test-clean/908/31957/908-31957-0003.flac 1105 | 4992,F,test-clean,105200,test-clean/4992/23283/4992-23283-0018.flac 1106 | 4992,F,test-clean,105360,test-clean/4992/23283/4992-23283-0019.flac 1107 | 5142,F,test-clean,105360,test-clean/5142/36377/5142-36377-0013.flac 1108 | 237,F,test-clean,105600,test-clean/237/134500/237-134500-0036.flac 1109 | 4970,F,test-clean,105760,test-clean/4970/29095/4970-29095-0032.flac 1110 | 1089,M,test-clean,105760,test-clean/1089/134686/1089-134686-0025.flac 1111 | 1089,M,test-clean,105840,test-clean/1089/134686/1089-134686-0031.flac 1112 | 5142,F,test-clean,105840,test-clean/5142/33396/5142-33396-0034.flac 1113 | 1188,M,test-clean,106000,test-clean/1188/133604/1188-133604-0039.flac 1114 | 1188,M,test-clean,106000,test-clean/1188/133604/1188-133604-0033.flac 1115 | 1089,M,test-clean,106000,test-clean/1089/134686/1089-134686-0002.flac 1116 | 260,M,test-clean,106080,test-clean/260/123440/260-123440-0019.flac 1117 | 4992,F,test-clean,106080,test-clean/4992/23283/4992-23283-0013.flac 1118 | 8455,M,test-clean,106080,test-clean/8455/210777/8455-210777-0011.flac 1119 | 7127,M,test-clean,106240,test-clean/7127/75947/7127-75947-0001.flac 1120 | 4992,F,test-clean,106320,test-clean/4992/23283/4992-23283-0000.flac 1121 | 8463,F,test-clean,106640,test-clean/8463/287645/8463-287645-0013.flac 1122 | 61,M,test-clean,106640,test-clean/61/70970/61-70970-0039.flac 1123 | 237,F,test-clean,106800,test-clean/237/126133/237-126133-0023.flac 1124 | 3575,F,test-clean,106880,test-clean/3575/170457/3575-170457-0014.flac 1125 | 1995,F,test-clean,107280,test-clean/1995/1837/1995-1837-0027.flac 1126 | 1995,F,test-clean,107360,test-clean/1995/1836/1995-1836-0009.flac 1127 | 237,F,test-clean,107360,test-clean/237/126133/237-126133-0011.flac 1128 | 6829,F,test-clean,107520,test-clean/6829/68769/6829-68769-0005.flac 1129 | 4077,M,test-clean,107520,test-clean/4077/13751/4077-13751-0010.flac 1130 | 1089,M,test-clean,107680,test-clean/1089/134686/1089-134686-0008.flac 1131 | 121,F,test-clean,107680,test-clean/121/121726/121-121726-0007.flac 1132 | 3575,F,test-clean,107680,test-clean/3575/170457/3575-170457-0009.flac 1133 | 4992,F,test-clean,107680,test-clean/4992/41806/4992-41806-0012.flac 1134 | 1284,F,test-clean,107680,test-clean/1284/1181/1284-1181-0020.flac 1135 | 61,M,test-clean,107760,test-clean/61/70968/61-70968-0043.flac 1136 | 7176,M,test-clean,107840,test-clean/7176/88083/7176-88083-0010.flac 1137 | 121,F,test-clean,108000,test-clean/121/127105/121-127105-0028.flac 1138 | 7729,M,test-clean,108000,test-clean/7729/102255/7729-102255-0031.flac 1139 | 121,F,test-clean,108080,test-clean/121/121726/121-121726-0003.flac 1140 | 7176,M,test-clean,108080,test-clean/7176/92135/7176-92135-0015.flac 1141 | 7729,M,test-clean,108400,test-clean/7729/102255/7729-102255-0033.flac 1142 | 5105,M,test-clean,108400,test-clean/5105/28241/5105-28241-0012.flac 1143 | 61,M,test-clean,108560,test-clean/61/70970/61-70970-0036.flac 1144 | 237,F,test-clean,108640,test-clean/237/126133/237-126133-0014.flac 1145 | 5683,F,test-clean,108720,test-clean/5683/32879/5683-32879-0007.flac 1146 | 1580,F,test-clean,108720,test-clean/1580/141084/1580-141084-0008.flac 1147 | 6930,M,test-clean,108800,test-clean/6930/81414/6930-81414-0006.flac 1148 | 7729,M,test-clean,108880,test-clean/7729/102255/7729-102255-0045.flac 1149 | 8224,M,test-clean,108960,test-clean/8224/274384/8224-274384-0006.flac 1150 | 237,F,test-clean,109040,test-clean/237/126133/237-126133-0013.flac 1151 | 2961,F,test-clean,109040,test-clean/2961/961/2961-961-0015.flac 1152 | 7729,M,test-clean,109040,test-clean/7729/102255/7729-102255-0039.flac 1153 | 4992,F,test-clean,109120,test-clean/4992/41797/4992-41797-0010.flac 1154 | 61,M,test-clean,109200,test-clean/61/70968/61-70968-0041.flac 1155 | 237,F,test-clean,109200,test-clean/237/134493/237-134493-0004.flac 1156 | 8555,F,test-clean,109280,test-clean/8555/284447/8555-284447-0005.flac 1157 | 2094,F,test-clean,109440,test-clean/2094/142345/2094-142345-0028.flac 1158 | 3570,F,test-clean,109520,test-clean/3570/5695/3570-5695-0008.flac 1159 | 5639,M,test-clean,109840,test-clean/5639/40744/5639-40744-0013.flac 1160 | 1284,F,test-clean,109840,test-clean/1284/1180/1284-1180-0006.flac 1161 | 61,M,test-clean,109920,test-clean/61/70968/61-70968-0027.flac 1162 | 4970,F,test-clean,110160,test-clean/4970/29095/4970-29095-0037.flac 1163 | 2961,F,test-clean,110240,test-clean/2961/960/2961-960-0012.flac 1164 | 2300,M,test-clean,110400,test-clean/2300/131720/2300-131720-0005.flac 1165 | 4992,F,test-clean,110480,test-clean/4992/41797/4992-41797-0007.flac 1166 | 3575,F,test-clean,110480,test-clean/3575/170457/3575-170457-0040.flac 1167 | 2094,F,test-clean,110640,test-clean/2094/142345/2094-142345-0036.flac 1168 | 260,M,test-clean,111040,test-clean/260/123286/260-123286-0026.flac 1169 | 4970,F,test-clean,111120,test-clean/4970/29095/4970-29095-0016.flac 1170 | 8455,M,test-clean,111280,test-clean/8455/210777/8455-210777-0053.flac 1171 | 4446,F,test-clean,111440,test-clean/4446/2275/4446-2275-0040.flac 1172 | 3729,F,test-clean,111680,test-clean/3729/6852/3729-6852-0044.flac 1173 | 8463,F,test-clean,111760,test-clean/8463/294828/8463-294828-0036.flac 1174 | 1995,F,test-clean,111760,test-clean/1995/1836/1995-1836-0008.flac 1175 | 6829,F,test-clean,111840,test-clean/6829/68771/6829-68771-0016.flac 1176 | 7021,M,test-clean,111840,test-clean/7021/79740/7021-79740-0007.flac 1177 | 1580,F,test-clean,111840,test-clean/1580/141083/1580-141083-0034.flac 1178 | 4970,F,test-clean,111920,test-clean/4970/29093/4970-29093-0007.flac 1179 | 1580,F,test-clean,111920,test-clean/1580/141084/1580-141084-0026.flac 1180 | 260,M,test-clean,112000,test-clean/260/123286/260-123286-0016.flac 1181 | 1580,F,test-clean,112000,test-clean/1580/141084/1580-141084-0033.flac 1182 | 5105,M,test-clean,112160,test-clean/5105/28241/5105-28241-0009.flac 1183 | 3575,F,test-clean,112240,test-clean/3575/170457/3575-170457-0011.flac 1184 | 2830,M,test-clean,112240,test-clean/2830/3980/2830-3980-0019.flac 1185 | 8555,F,test-clean,112480,test-clean/8555/284449/8555-284449-0018.flac 1186 | 908,M,test-clean,112560,test-clean/908/157963/908-157963-0005.flac 1187 | 260,M,test-clean,112640,test-clean/260/123286/260-123286-0000.flac 1188 | 1580,F,test-clean,112640,test-clean/1580/141083/1580-141083-0009.flac 1189 | 1320,M,test-clean,112880,test-clean/1320/122617/1320-122617-0039.flac 1190 | 4446,F,test-clean,112960,test-clean/4446/2275/4446-2275-0033.flac 1191 | 7729,M,test-clean,112960,test-clean/7729/102255/7729-102255-0029.flac 1192 | 1995,F,test-clean,112960,test-clean/1995/1826/1995-1826-0007.flac 1193 | 1580,F,test-clean,113040,test-clean/1580/141083/1580-141083-0012.flac 1194 | 1221,F,test-clean,113120,test-clean/1221/135767/1221-135767-0014.flac 1195 | 8455,M,test-clean,113200,test-clean/8455/210777/8455-210777-0060.flac 1196 | 2300,M,test-clean,113360,test-clean/2300/131720/2300-131720-0036.flac 1197 | 5142,F,test-clean,113360,test-clean/5142/36377/5142-36377-0005.flac 1198 | 5683,F,test-clean,113520,test-clean/5683/32865/5683-32865-0013.flac 1199 | 237,F,test-clean,113680,test-clean/237/134500/237-134500-0037.flac 1200 | 6829,F,test-clean,113760,test-clean/6829/68769/6829-68769-0018.flac 1201 | 237,F,test-clean,113920,test-clean/237/126133/237-126133-0019.flac 1202 | 2830,M,test-clean,113920,test-clean/2830/3980/2830-3980-0061.flac 1203 | 7021,M,test-clean,114000,test-clean/7021/85628/7021-85628-0008.flac 1204 | 6829,F,test-clean,114320,test-clean/6829/68769/6829-68769-0004.flac 1205 | 1284,F,test-clean,114400,test-clean/1284/1181/1284-1181-0004.flac 1206 | 8555,F,test-clean,114480,test-clean/8555/284447/8555-284447-0023.flac 1207 | 2961,F,test-clean,114480,test-clean/2961/961/2961-961-0008.flac 1208 | 8455,M,test-clean,114560,test-clean/8455/210777/8455-210777-0058.flac 1209 | 7176,M,test-clean,114640,test-clean/7176/92135/7176-92135-0020.flac 1210 | 260,M,test-clean,114720,test-clean/260/123286/260-123286-0027.flac 1211 | 8455,M,test-clean,114720,test-clean/8455/210777/8455-210777-0044.flac 1212 | 7176,M,test-clean,114720,test-clean/7176/92135/7176-92135-0017.flac 1213 | 6829,F,test-clean,114880,test-clean/6829/68771/6829-68771-0008.flac 1214 | 1320,M,test-clean,114880,test-clean/1320/122617/1320-122617-0037.flac 1215 | 6829,F,test-clean,115040,test-clean/6829/68771/6829-68771-0013.flac 1216 | 1995,F,test-clean,115040,test-clean/1995/1837/1995-1837-0016.flac 1217 | 6829,F,test-clean,115120,test-clean/6829/68769/6829-68769-0006.flac 1218 | 8463,F,test-clean,115200,test-clean/8463/294828/8463-294828-0013.flac 1219 | 4992,F,test-clean,115440,test-clean/4992/41797/4992-41797-0014.flac 1220 | 2830,M,test-clean,115520,test-clean/2830/3980/2830-3980-0032.flac 1221 | 4507,F,test-clean,115600,test-clean/4507/16021/4507-16021-0055.flac 1222 | 61,M,test-clean,115760,test-clean/61/70970/61-70970-0024.flac 1223 | 7729,M,test-clean,116000,test-clean/7729/102255/7729-102255-0030.flac 1224 | 260,M,test-clean,116000,test-clean/260/123288/260-123288-0002.flac 1225 | 121,F,test-clean,116160,test-clean/121/121726/121-121726-0009.flac 1226 | 3570,F,test-clean,116160,test-clean/3570/5696/3570-5696-0008.flac 1227 | 7176,M,test-clean,116320,test-clean/7176/92135/7176-92135-0042.flac 1228 | 8230,M,test-clean,116480,test-clean/8230/279154/8230-279154-0030.flac 1229 | 6930,M,test-clean,116480,test-clean/6930/75918/6930-75918-0009.flac 1230 | 4446,F,test-clean,116800,test-clean/4446/2275/4446-2275-0016.flac 1231 | 5639,M,test-clean,116880,test-clean/5639/40744/5639-40744-0029.flac 1232 | 121,F,test-clean,116960,test-clean/121/127105/121-127105-0029.flac 1233 | 4992,F,test-clean,117040,test-clean/4992/41797/4992-41797-0004.flac 1234 | 8463,F,test-clean,117120,test-clean/8463/294828/8463-294828-0006.flac 1235 | 6930,M,test-clean,117200,test-clean/6930/81414/6930-81414-0013.flac 1236 | 7127,M,test-clean,117280,test-clean/7127/75947/7127-75947-0024.flac 1237 | 2830,M,test-clean,117360,test-clean/2830/3980/2830-3980-0055.flac 1238 | 3575,F,test-clean,117440,test-clean/3575/170457/3575-170457-0005.flac 1239 | 2094,F,test-clean,117600,test-clean/2094/142345/2094-142345-0043.flac 1240 | 6930,M,test-clean,117680,test-clean/6930/76324/6930-76324-0021.flac 1241 | 1995,F,test-clean,117760,test-clean/1995/1837/1995-1837-0003.flac 1242 | 7021,M,test-clean,117840,test-clean/7021/79740/7021-79740-0013.flac 1243 | 5683,F,test-clean,117840,test-clean/5683/32865/5683-32865-0004.flac 1244 | 3729,F,test-clean,117920,test-clean/3729/6852/3729-6852-0011.flac 1245 | 5683,F,test-clean,117920,test-clean/5683/32866/5683-32866-0011.flac 1246 | 260,M,test-clean,117920,test-clean/260/123286/260-123286-0003.flac 1247 | 237,F,test-clean,118080,test-clean/237/134493/237-134493-0001.flac 1248 | 7176,M,test-clean,118080,test-clean/7176/88083/7176-88083-0025.flac 1249 | 6829,F,test-clean,118400,test-clean/6829/68769/6829-68769-0049.flac 1250 | 5105,M,test-clean,118400,test-clean/5105/28240/5105-28240-0005.flac 1251 | 61,M,test-clean,118480,test-clean/61/70970/61-70970-0035.flac 1252 | 260,M,test-clean,118480,test-clean/260/123286/260-123286-0006.flac 1253 | 6930,M,test-clean,118560,test-clean/6930/81414/6930-81414-0014.flac 1254 | 121,F,test-clean,118560,test-clean/121/127105/121-127105-0034.flac 1255 | 8455,M,test-clean,118560,test-clean/8455/210777/8455-210777-0013.flac 1256 | 6829,F,test-clean,118720,test-clean/6829/68771/6829-68771-0019.flac 1257 | 2961,F,test-clean,118800,test-clean/2961/960/2961-960-0022.flac 1258 | 61,M,test-clean,118960,test-clean/61/70970/61-70970-0025.flac 1259 | 1221,F,test-clean,119040,test-clean/1221/135766/1221-135766-0004.flac 1260 | 5683,F,test-clean,119040,test-clean/5683/32879/5683-32879-0018.flac 1261 | 1188,M,test-clean,119200,test-clean/1188/133604/1188-133604-0025.flac 1262 | 1580,F,test-clean,119200,test-clean/1580/141083/1580-141083-0033.flac 1263 | 1320,M,test-clean,119360,test-clean/1320/122612/1320-122612-0002.flac 1264 | 7127,M,test-clean,119360,test-clean/7127/75947/7127-75947-0028.flac 1265 | 260,M,test-clean,119440,test-clean/260/123286/260-123286-0028.flac 1266 | 3570,F,test-clean,119520,test-clean/3570/5695/3570-5695-0006.flac 1267 | 4970,F,test-clean,119520,test-clean/4970/29093/4970-29093-0019.flac 1268 | 2830,M,test-clean,119600,test-clean/2830/3980/2830-3980-0050.flac 1269 | 7127,M,test-clean,119680,test-clean/7127/75947/7127-75947-0016.flac 1270 | 61,M,test-clean,119760,test-clean/61/70968/61-70968-0014.flac 1271 | 4992,F,test-clean,119840,test-clean/4992/41797/4992-41797-0020.flac 1272 | 121,F,test-clean,119920,test-clean/121/127105/121-127105-0002.flac 1273 | 7176,M,test-clean,120000,test-clean/7176/88083/7176-88083-0004.flac 1274 | 3570,F,test-clean,120160,test-clean/3570/5696/3570-5696-0002.flac 1275 | 8230,M,test-clean,120160,test-clean/8230/279154/8230-279154-0006.flac 1276 | 8455,M,test-clean,120160,test-clean/8455/210777/8455-210777-0033.flac 1277 | 7176,M,test-clean,120160,test-clean/7176/88083/7176-88083-0002.flac 1278 | 7127,M,test-clean,120240,test-clean/7127/75946/7127-75946-0015.flac 1279 | 121,F,test-clean,120480,test-clean/121/127105/121-127105-0026.flac 1280 | 260,M,test-clean,120480,test-clean/260/123286/260-123286-0030.flac 1281 | 4507,F,test-clean,120560,test-clean/4507/16021/4507-16021-0035.flac 1282 | 1580,F,test-clean,120560,test-clean/1580/141083/1580-141083-0038.flac 1283 | 908,M,test-clean,120640,test-clean/908/31957/908-31957-0024.flac 1284 | 7176,M,test-clean,120720,test-clean/7176/92135/7176-92135-0016.flac 1285 | 4446,F,test-clean,120800,test-clean/4446/2271/4446-2271-0020.flac 1286 | 5105,M,test-clean,120800,test-clean/5105/28241/5105-28241-0006.flac 1287 | 1320,M,test-clean,120880,test-clean/1320/122617/1320-122617-0024.flac 1288 | 8230,M,test-clean,120880,test-clean/8230/279154/8230-279154-0035.flac 1289 | 7176,M,test-clean,120960,test-clean/7176/92135/7176-92135-0001.flac 1290 | 908,M,test-clean,120960,test-clean/908/31957/908-31957-0014.flac 1291 | 8455,M,test-clean,120960,test-clean/8455/210777/8455-210777-0024.flac 1292 | 3570,F,test-clean,121120,test-clean/3570/5696/3570-5696-0010.flac 1293 | 1995,F,test-clean,121120,test-clean/1995/1826/1995-1826-0009.flac 1294 | 1580,F,test-clean,121200,test-clean/1580/141084/1580-141084-0049.flac 1295 | 672,M,test-clean,121440,test-clean/672/122797/672-122797-0061.flac 1296 | 1320,M,test-clean,121440,test-clean/1320/122617/1320-122617-0012.flac 1297 | 3575,F,test-clean,121520,test-clean/3575/170457/3575-170457-0003.flac 1298 | 7176,M,test-clean,121600,test-clean/7176/88083/7176-88083-0003.flac 1299 | 8224,M,test-clean,121680,test-clean/8224/274384/8224-274384-0000.flac 1300 | 8555,F,test-clean,121760,test-clean/8555/284449/8555-284449-0019.flac 1301 | 908,M,test-clean,121840,test-clean/908/31957/908-31957-0012.flac 1302 | 2961,F,test-clean,122240,test-clean/2961/960/2961-960-0007.flac 1303 | 4077,M,test-clean,122400,test-clean/4077/13754/4077-13754-0009.flac 1304 | 8455,M,test-clean,122720,test-clean/8455/210777/8455-210777-0031.flac 1305 | 4446,F,test-clean,122800,test-clean/4446/2275/4446-2275-0002.flac 1306 | 1284,F,test-clean,122880,test-clean/1284/1180/1284-1180-0002.flac 1307 | 8463,F,test-clean,123200,test-clean/8463/294825/8463-294825-0005.flac 1308 | 8455,M,test-clean,123200,test-clean/8455/210777/8455-210777-0034.flac 1309 | 908,M,test-clean,123280,test-clean/908/31957/908-31957-0009.flac 1310 | 7729,M,test-clean,123280,test-clean/7729/102255/7729-102255-0036.flac 1311 | 1320,M,test-clean,123280,test-clean/1320/122617/1320-122617-0009.flac 1312 | 8463,F,test-clean,123360,test-clean/8463/287645/8463-287645-0006.flac 1313 | 1995,F,test-clean,123440,test-clean/1995/1836/1995-1836-0006.flac 1314 | 4446,F,test-clean,123440,test-clean/4446/2273/4446-2273-0008.flac 1315 | 8230,M,test-clean,123520,test-clean/8230/279154/8230-279154-0005.flac 1316 | 5639,M,test-clean,123520,test-clean/5639/40744/5639-40744-0014.flac 1317 | 121,F,test-clean,123600,test-clean/121/127105/121-127105-0003.flac 1318 | 1089,M,test-clean,123760,test-clean/1089/134691/1089-134691-0023.flac 1319 | 8455,M,test-clean,123760,test-clean/8455/210777/8455-210777-0028.flac 1320 | 1284,F,test-clean,124000,test-clean/1284/1181/1284-1181-0011.flac 1321 | 5683,F,test-clean,124000,test-clean/5683/32879/5683-32879-0010.flac 1322 | 1284,F,test-clean,124080,test-clean/1284/1180/1284-1180-0001.flac 1323 | 2961,F,test-clean,124160,test-clean/2961/960/2961-960-0016.flac 1324 | 672,M,test-clean,124240,test-clean/672/122797/672-122797-0012.flac 1325 | 8463,F,test-clean,124240,test-clean/8463/294828/8463-294828-0031.flac 1326 | 3575,F,test-clean,124400,test-clean/3575/170457/3575-170457-0007.flac 1327 | 908,M,test-clean,124720,test-clean/908/31957/908-31957-0017.flac 1328 | 7176,M,test-clean,124720,test-clean/7176/92135/7176-92135-0006.flac 1329 | 3570,F,test-clean,124880,test-clean/3570/5695/3570-5695-0002.flac 1330 | 8463,F,test-clean,124880,test-clean/8463/294825/8463-294825-0001.flac 1331 | 2961,F,test-clean,125040,test-clean/2961/961/2961-961-0011.flac 1332 | 2961,F,test-clean,125040,test-clean/2961/961/2961-961-0016.flac 1333 | 3570,F,test-clean,125040,test-clean/3570/5694/3570-5694-0018.flac 1334 | 1320,M,test-clean,125040,test-clean/1320/122617/1320-122617-0023.flac 1335 | 4446,F,test-clean,125120,test-clean/4446/2271/4446-2271-0009.flac 1336 | 6829,F,test-clean,125280,test-clean/6829/68771/6829-68771-0025.flac 1337 | 2961,F,test-clean,125280,test-clean/2961/961/2961-961-0010.flac 1338 | 1089,M,test-clean,125280,test-clean/1089/134686/1089-134686-0028.flac 1339 | 2961,F,test-clean,125280,test-clean/2961/960/2961-960-0015.flac 1340 | 4446,F,test-clean,125360,test-clean/4446/2273/4446-2273-0003.flac 1341 | 1320,M,test-clean,125360,test-clean/1320/122617/1320-122617-0000.flac 1342 | 4446,F,test-clean,125360,test-clean/4446/2273/4446-2273-0032.flac 1343 | 8230,M,test-clean,125360,test-clean/8230/279154/8230-279154-0020.flac 1344 | 4992,F,test-clean,125440,test-clean/4992/41806/4992-41806-0011.flac 1345 | 8455,M,test-clean,125440,test-clean/8455/210777/8455-210777-0004.flac 1346 | 5142,F,test-clean,125520,test-clean/5142/33396/5142-33396-0031.flac 1347 | 61,M,test-clean,125760,test-clean/61/70968/61-70968-0054.flac 1348 | 2830,M,test-clean,125840,test-clean/2830/3980/2830-3980-0047.flac 1349 | 2961,F,test-clean,125920,test-clean/2961/960/2961-960-0017.flac 1350 | 1320,M,test-clean,126000,test-clean/1320/122617/1320-122617-0029.flac 1351 | 1320,M,test-clean,126000,test-clean/1320/122612/1320-122612-0008.flac 1352 | 6829,F,test-clean,126320,test-clean/6829/68769/6829-68769-0021.flac 1353 | 5683,F,test-clean,126400,test-clean/5683/32866/5683-32866-0021.flac 1354 | 8463,F,test-clean,126480,test-clean/8463/287645/8463-287645-0003.flac 1355 | 8463,F,test-clean,126640,test-clean/8463/294828/8463-294828-0028.flac 1356 | 1089,M,test-clean,126640,test-clean/1089/134686/1089-134686-0013.flac 1357 | 7729,M,test-clean,126720,test-clean/7729/102255/7729-102255-0038.flac 1358 | 1284,F,test-clean,126720,test-clean/1284/1181/1284-1181-0014.flac 1359 | 8230,M,test-clean,126880,test-clean/8230/279154/8230-279154-0017.flac 1360 | 7729,M,test-clean,126880,test-clean/7729/102255/7729-102255-0021.flac 1361 | 672,M,test-clean,127040,test-clean/672/122797/672-122797-0072.flac 1362 | 8230,M,test-clean,127040,test-clean/8230/279154/8230-279154-0014.flac 1363 | 61,M,test-clean,127200,test-clean/61/70968/61-70968-0035.flac 1364 | 3570,F,test-clean,127200,test-clean/3570/5695/3570-5695-0015.flac 1365 | 1995,F,test-clean,127440,test-clean/1995/1836/1995-1836-0003.flac 1366 | 2300,M,test-clean,127440,test-clean/2300/131720/2300-131720-0037.flac 1367 | 1188,M,test-clean,127520,test-clean/1188/133604/1188-133604-0036.flac 1368 | 1320,M,test-clean,127600,test-clean/1320/122617/1320-122617-0040.flac 1369 | 7127,M,test-clean,127680,test-clean/7127/75946/7127-75946-0006.flac 1370 | 2094,F,test-clean,127840,test-clean/2094/142345/2094-142345-0034.flac 1371 | 1580,F,test-clean,127840,test-clean/1580/141084/1580-141084-0041.flac 1372 | 3575,F,test-clean,128080,test-clean/3575/170457/3575-170457-0054.flac 1373 | 1089,M,test-clean,128080,test-clean/1089/134691/1089-134691-0025.flac 1374 | 4970,F,test-clean,128160,test-clean/4970/29093/4970-29093-0013.flac 1375 | 7021,M,test-clean,128160,test-clean/7021/79730/7021-79730-0005.flac 1376 | 7021,M,test-clean,128240,test-clean/7021/85628/7021-85628-0010.flac 1377 | 8555,F,test-clean,128400,test-clean/8555/284447/8555-284447-0002.flac 1378 | 2094,F,test-clean,128480,test-clean/2094/142345/2094-142345-0001.flac 1379 | 5639,M,test-clean,128720,test-clean/5639/40744/5639-40744-0006.flac 1380 | 8230,M,test-clean,128800,test-clean/8230/279154/8230-279154-0015.flac 1381 | 4992,F,test-clean,128960,test-clean/4992/23283/4992-23283-0004.flac 1382 | 2830,M,test-clean,129120,test-clean/2830/3980/2830-3980-0057.flac 1383 | 4970,F,test-clean,129120,test-clean/4970/29093/4970-29093-0023.flac 1384 | 1580,F,test-clean,129200,test-clean/1580/141084/1580-141084-0029.flac 1385 | 2830,M,test-clean,129360,test-clean/2830/3979/2830-3979-0003.flac 1386 | 7127,M,test-clean,129440,test-clean/7127/75947/7127-75947-0027.flac 1387 | 4507,F,test-clean,129520,test-clean/4507/16021/4507-16021-0053.flac 1388 | 1995,F,test-clean,129520,test-clean/1995/1837/1995-1837-0026.flac 1389 | 908,M,test-clean,129600,test-clean/908/157963/908-157963-0026.flac 1390 | 8455,M,test-clean,129680,test-clean/8455/210777/8455-210777-0019.flac 1391 | 908,M,test-clean,129760,test-clean/908/157963/908-157963-0006.flac 1392 | 1284,F,test-clean,129920,test-clean/1284/1180/1284-1180-0000.flac 1393 | 2830,M,test-clean,130080,test-clean/2830/3980/2830-3980-0067.flac 1394 | 1995,F,test-clean,130240,test-clean/1995/1826/1995-1826-0023.flac 1395 | 3729,F,test-clean,130960,test-clean/3729/6852/3729-6852-0023.flac 1396 | 7176,M,test-clean,131120,test-clean/7176/88083/7176-88083-0024.flac 1397 | 1221,F,test-clean,131200,test-clean/1221/135767/1221-135767-0010.flac 1398 | 5105,M,test-clean,131200,test-clean/5105/28240/5105-28240-0024.flac 1399 | 672,M,test-clean,131280,test-clean/672/122797/672-122797-0073.flac 1400 | 2961,F,test-clean,131520,test-clean/2961/960/2961-960-0004.flac 1401 | 7021,M,test-clean,131520,test-clean/7021/85628/7021-85628-0018.flac 1402 | 3575,F,test-clean,131680,test-clean/3575/170457/3575-170457-0000.flac 1403 | 672,M,test-clean,131680,test-clean/672/122797/672-122797-0055.flac 1404 | 4992,F,test-clean,131680,test-clean/4992/41797/4992-41797-0021.flac 1405 | 1320,M,test-clean,131680,test-clean/1320/122617/1320-122617-0019.flac 1406 | 7176,M,test-clean,131680,test-clean/7176/92135/7176-92135-0022.flac 1407 | 1995,F,test-clean,131920,test-clean/1995/1837/1995-1837-0012.flac 1408 | 61,M,test-clean,132000,test-clean/61/70968/61-70968-0049.flac 1409 | 2961,F,test-clean,132001,test-clean/2961/960/2961-960-0001.flac 1410 | 5683,F,test-clean,132160,test-clean/5683/32866/5683-32866-0012.flac 1411 | 3570,F,test-clean,132160,test-clean/3570/5695/3570-5695-0011.flac 1412 | 6930,M,test-clean,132320,test-clean/6930/76324/6930-76324-0027.flac 1413 | 5105,M,test-clean,132560,test-clean/5105/28233/5105-28233-0002.flac 1414 | 1284,F,test-clean,132640,test-clean/1284/1180/1284-1180-0026.flac 1415 | 61,M,test-clean,132720,test-clean/61/70968/61-70968-0010.flac 1416 | 3575,F,test-clean,132800,test-clean/3575/170457/3575-170457-0006.flac 1417 | 7729,M,test-clean,132800,test-clean/7729/102255/7729-102255-0002.flac 1418 | 4992,F,test-clean,132960,test-clean/4992/41806/4992-41806-0001.flac 1419 | 3729,F,test-clean,133040,test-clean/3729/6852/3729-6852-0022.flac 1420 | 260,M,test-clean,133040,test-clean/260/123440/260-123440-0010.flac 1421 | 3570,F,test-clean,133360,test-clean/3570/5694/3570-5694-0017.flac 1422 | 8463,F,test-clean,133440,test-clean/8463/294828/8463-294828-0010.flac 1423 | 2830,M,test-clean,133600,test-clean/2830/3979/2830-3979-0009.flac 1424 | 2961,F,test-clean,134080,test-clean/2961/960/2961-960-0018.flac 1425 | 8555,F,test-clean,134240,test-clean/8555/284447/8555-284447-0008.flac 1426 | 4992,F,test-clean,134320,test-clean/4992/23283/4992-23283-0009.flac 1427 | 3570,F,test-clean,134480,test-clean/3570/5694/3570-5694-0005.flac 1428 | 8555,F,test-clean,134480,test-clean/8555/292519/8555-292519-0007.flac 1429 | 5683,F,test-clean,134480,test-clean/5683/32879/5683-32879-0014.flac 1430 | 5105,M,test-clean,134640,test-clean/5105/28241/5105-28241-0005.flac 1431 | 61,M,test-clean,134640,test-clean/61/70970/61-70970-0015.flac 1432 | 3570,F,test-clean,134960,test-clean/3570/5694/3570-5694-0015.flac 1433 | 6829,F,test-clean,135040,test-clean/6829/68771/6829-68771-0004.flac 1434 | 6829,F,test-clean,135120,test-clean/6829/68771/6829-68771-0018.flac 1435 | 121,F,test-clean,135360,test-clean/121/121726/121-121726-0000.flac 1436 | 8555,F,test-clean,135520,test-clean/8555/284447/8555-284447-0014.flac 1437 | 2830,M,test-clean,135760,test-clean/2830/3980/2830-3980-0031.flac 1438 | 7021,M,test-clean,136000,test-clean/7021/85628/7021-85628-0027.flac 1439 | 3575,F,test-clean,136000,test-clean/3575/170457/3575-170457-0033.flac 1440 | 2961,F,test-clean,136080,test-clean/2961/961/2961-961-0007.flac 1441 | 1284,F,test-clean,136160,test-clean/1284/1181/1284-1181-0012.flac 1442 | 908,M,test-clean,136240,test-clean/908/31957/908-31957-0023.flac 1443 | 2094,F,test-clean,136400,test-clean/2094/142345/2094-142345-0029.flac 1444 | 5105,M,test-clean,136400,test-clean/5105/28240/5105-28240-0015.flac 1445 | 1284,F,test-clean,136480,test-clean/1284/134647/1284-134647-0000.flac 1446 | 7729,M,test-clean,136640,test-clean/7729/102255/7729-102255-0010.flac 1447 | 8230,M,test-clean,136640,test-clean/8230/279154/8230-279154-0029.flac 1448 | 5105,M,test-clean,136640,test-clean/5105/28241/5105-28241-0008.flac 1449 | 7021,M,test-clean,136640,test-clean/7021/85628/7021-85628-0009.flac 1450 | 1188,M,test-clean,136960,test-clean/1188/133604/1188-133604-0005.flac 1451 | 7127,M,test-clean,137280,test-clean/7127/75946/7127-75946-0013.flac 1452 | 5639,M,test-clean,137520,test-clean/5639/40744/5639-40744-0012.flac 1453 | 2300,M,test-clean,137680,test-clean/2300/131720/2300-131720-0034.flac 1454 | 3729,F,test-clean,137680,test-clean/3729/6852/3729-6852-0029.flac 1455 | 8555,F,test-clean,137760,test-clean/8555/284447/8555-284447-0001.flac 1456 | 8455,M,test-clean,137840,test-clean/8455/210777/8455-210777-0015.flac 1457 | 2300,M,test-clean,137920,test-clean/2300/131720/2300-131720-0027.flac 1458 | 8555,F,test-clean,138080,test-clean/8555/284449/8555-284449-0001.flac 1459 | 1284,F,test-clean,138160,test-clean/1284/1180/1284-1180-0010.flac 1460 | 3575,F,test-clean,138320,test-clean/3575/170457/3575-170457-0020.flac 1461 | 4992,F,test-clean,138400,test-clean/4992/41797/4992-41797-0015.flac 1462 | 237,F,test-clean,138880,test-clean/237/126133/237-126133-0007.flac 1463 | 4992,F,test-clean,139040,test-clean/4992/41797/4992-41797-0017.flac 1464 | 1284,F,test-clean,139280,test-clean/1284/1180/1284-1180-0025.flac 1465 | 672,M,test-clean,139280,test-clean/672/122797/672-122797-0013.flac 1466 | 4970,F,test-clean,139360,test-clean/4970/29093/4970-29093-0012.flac 1467 | 1995,F,test-clean,139680,test-clean/1995/1837/1995-1837-0001.flac 1468 | 672,M,test-clean,139680,test-clean/672/122797/672-122797-0074.flac 1469 | 1580,F,test-clean,139760,test-clean/1580/141084/1580-141084-0023.flac 1470 | 4970,F,test-clean,139840,test-clean/4970/29095/4970-29095-0038.flac 1471 | 4077,M,test-clean,139920,test-clean/4077/13751/4077-13751-0001.flac 1472 | 8455,M,test-clean,139920,test-clean/8455/210777/8455-210777-0000.flac 1473 | 8224,M,test-clean,139920,test-clean/8224/274384/8224-274384-0005.flac 1474 | 1995,F,test-clean,140320,test-clean/1995/1826/1995-1826-0013.flac 1475 | 2961,F,test-clean,140400,test-clean/2961/960/2961-960-0014.flac 1476 | 3729,F,test-clean,140480,test-clean/3729/6852/3729-6852-0002.flac 1477 | 5639,M,test-clean,140560,test-clean/5639/40744/5639-40744-0025.flac 1478 | 2830,M,test-clean,140720,test-clean/2830/3980/2830-3980-0025.flac 1479 | 1221,F,test-clean,140720,test-clean/1221/135766/1221-135766-0007.flac 1480 | 1995,F,test-clean,140800,test-clean/1995/1837/1995-1837-0007.flac 1481 | 672,M,test-clean,140800,test-clean/672/122797/672-122797-0038.flac 1482 | 8230,M,test-clean,140880,test-clean/8230/279154/8230-279154-0000.flac 1483 | 7127,M,test-clean,141199,test-clean/7127/75947/7127-75947-0037.flac 1484 | 672,M,test-clean,141200,test-clean/672/122797/672-122797-0020.flac 1485 | 3729,F,test-clean,141200,test-clean/3729/6852/3729-6852-0039.flac 1486 | 5639,M,test-clean,141520,test-clean/5639/40744/5639-40744-0024.flac 1487 | 3570,F,test-clean,141760,test-clean/3570/5696/3570-5696-0009.flac 1488 | 7127,M,test-clean,141840,test-clean/7127/75947/7127-75947-0010.flac 1489 | 7127,M,test-clean,141840,test-clean/7127/75947/7127-75947-0033.flac 1490 | 1089,M,test-clean,141920,test-clean/1089/134686/1089-134686-0017.flac 1491 | 672,M,test-clean,142000,test-clean/672/122797/672-122797-0071.flac 1492 | 8555,F,test-clean,142000,test-clean/8555/284449/8555-284449-0003.flac 1493 | 2300,M,test-clean,142000,test-clean/2300/131720/2300-131720-0015.flac 1494 | 1320,M,test-clean,142320,test-clean/1320/122617/1320-122617-0020.flac 1495 | 260,M,test-clean,142480,test-clean/260/123288/260-123288-0003.flac 1496 | 5639,M,test-clean,142560,test-clean/5639/40744/5639-40744-0002.flac 1497 | 8455,M,test-clean,142640,test-clean/8455/210777/8455-210777-0069.flac 1498 | 237,F,test-clean,142720,test-clean/237/126133/237-126133-0002.flac 1499 | 237,F,test-clean,142720,test-clean/237/134500/237-134500-0041.flac 1500 | 5683,F,test-clean,142720,test-clean/5683/32879/5683-32879-0000.flac 1501 | 7729,M,test-clean,142880,test-clean/7729/102255/7729-102255-0019.flac 1502 | 1995,F,test-clean,143040,test-clean/1995/1826/1995-1826-0011.flac 1503 | 1580,F,test-clean,143040,test-clean/1580/141083/1580-141083-0000.flac 1504 | 6829,F,test-clean,143040,test-clean/6829/68771/6829-68771-0002.flac 1505 | 7176,M,test-clean,143040,test-clean/7176/92135/7176-92135-0018.flac 1506 | 6829,F,test-clean,143120,test-clean/6829/68771/6829-68771-0029.flac 1507 | 3575,F,test-clean,143121,test-clean/3575/170457/3575-170457-0030.flac 1508 | 1995,F,test-clean,143280,test-clean/1995/1836/1995-1836-0000.flac 1509 | 4992,F,test-clean,143440,test-clean/4992/41797/4992-41797-0008.flac 1510 | 4446,F,test-clean,143600,test-clean/4446/2275/4446-2275-0007.flac 1511 | 260,M,test-clean,143680,test-clean/260/123288/260-123288-0011.flac 1512 | 7021,M,test-clean,143920,test-clean/7021/85628/7021-85628-0011.flac 1513 | 4446,F,test-clean,143920,test-clean/4446/2273/4446-2273-0000.flac 1514 | 1580,F,test-clean,144080,test-clean/1580/141084/1580-141084-0004.flac 1515 | 7021,M,test-clean,144480,test-clean/7021/85628/7021-85628-0023.flac 1516 | 1188,M,test-clean,144640,test-clean/1188/133604/1188-133604-0001.flac 1517 | 8555,F,test-clean,144640,test-clean/8555/284447/8555-284447-0013.flac 1518 | 1995,F,test-clean,144720,test-clean/1995/1836/1995-1836-0014.flac 1519 | 1089,M,test-clean,144960,test-clean/1089/134691/1089-134691-0016.flac 1520 | 2830,M,test-clean,145200,test-clean/2830/3980/2830-3980-0029.flac 1521 | 2094,F,test-clean,145440,test-clean/2094/142345/2094-142345-0005.flac 1522 | 3575,F,test-clean,145520,test-clean/3575/170457/3575-170457-0023.flac 1523 | 237,F,test-clean,145680,test-clean/237/134493/237-134493-0017.flac 1524 | 4970,F,test-clean,145920,test-clean/4970/29093/4970-29093-0009.flac 1525 | 2300,M,test-clean,146000,test-clean/2300/131720/2300-131720-0008.flac 1526 | 7127,M,test-clean,146240,test-clean/7127/75946/7127-75946-0018.flac 1527 | 5639,M,test-clean,146400,test-clean/5639/40744/5639-40744-0033.flac 1528 | 4992,F,test-clean,146480,test-clean/4992/41797/4992-41797-0018.flac 1529 | 3575,F,test-clean,146800,test-clean/3575/170457/3575-170457-0013.flac 1530 | 2961,F,test-clean,146960,test-clean/2961/961/2961-961-0001.flac 1531 | 1580,F,test-clean,146960,test-clean/1580/141084/1580-141084-0024.flac 1532 | 8463,F,test-clean,147040,test-clean/8463/294828/8463-294828-0001.flac 1533 | 260,M,test-clean,147280,test-clean/260/123286/260-123286-0025.flac 1534 | 3575,F,test-clean,147280,test-clean/3575/170457/3575-170457-0025.flac 1535 | 7176,M,test-clean,147280,test-clean/7176/92135/7176-92135-0038.flac 1536 | 6930,M,test-clean,147280,test-clean/6930/76324/6930-76324-0016.flac 1537 | 5683,F,test-clean,147360,test-clean/5683/32879/5683-32879-0011.flac 1538 | 4507,F,test-clean,147440,test-clean/4507/16021/4507-16021-0025.flac 1539 | 672,M,test-clean,147440,test-clean/672/122797/672-122797-0016.flac 1540 | 5683,F,test-clean,147600,test-clean/5683/32866/5683-32866-0004.flac 1541 | 7729,M,test-clean,147600,test-clean/7729/102255/7729-102255-0042.flac 1542 | 7021,M,test-clean,147600,test-clean/7021/79740/7021-79740-0002.flac 1543 | 6930,M,test-clean,147840,test-clean/6930/76324/6930-76324-0011.flac 1544 | 4992,F,test-clean,147840,test-clean/4992/41806/4992-41806-0003.flac 1545 | 908,M,test-clean,148240,test-clean/908/157963/908-157963-0025.flac 1546 | 1580,F,test-clean,148240,test-clean/1580/141084/1580-141084-0048.flac 1547 | 7127,M,test-clean,148560,test-clean/7127/75946/7127-75946-0029.flac 1548 | 8463,F,test-clean,148800,test-clean/8463/294828/8463-294828-0017.flac 1549 | 8230,M,test-clean,148800,test-clean/8230/279154/8230-279154-0026.flac 1550 | 8555,F,test-clean,148960,test-clean/8555/284449/8555-284449-0007.flac 1551 | 6829,F,test-clean,149040,test-clean/6829/68769/6829-68769-0001.flac 1552 | 8455,M,test-clean,149280,test-clean/8455/210777/8455-210777-0046.flac 1553 | 8463,F,test-clean,149440,test-clean/8463/294828/8463-294828-0003.flac 1554 | 237,F,test-clean,149440,test-clean/237/126133/237-126133-0015.flac 1555 | 5683,F,test-clean,149520,test-clean/5683/32879/5683-32879-0003.flac 1556 | 3575,F,test-clean,149920,test-clean/3575/170457/3575-170457-0035.flac 1557 | 2830,M,test-clean,151040,test-clean/2830/3979/2830-3979-0008.flac 1558 | 2830,M,test-clean,151200,test-clean/2830/3979/2830-3979-0011.flac 1559 | 7176,M,test-clean,151760,test-clean/7176/88083/7176-88083-0022.flac 1560 | 1995,F,test-clean,151760,test-clean/1995/1826/1995-1826-0000.flac 1561 | 1320,M,test-clean,151760,test-clean/1320/122617/1320-122617-0034.flac 1562 | 5639,M,test-clean,151840,test-clean/5639/40744/5639-40744-0016.flac 1563 | 3570,F,test-clean,151920,test-clean/3570/5694/3570-5694-0008.flac 1564 | 3570,F,test-clean,152000,test-clean/3570/5696/3570-5696-0007.flac 1565 | 121,F,test-clean,152080,test-clean/121/123859/121-123859-0004.flac 1566 | 1995,F,test-clean,152081,test-clean/1995/1837/1995-1837-0025.flac 1567 | 1284,F,test-clean,152240,test-clean/1284/1181/1284-1181-0016.flac 1568 | 1320,M,test-clean,152320,test-clean/1320/122612/1320-122612-0001.flac 1569 | 908,M,test-clean,152640,test-clean/908/31957/908-31957-0019.flac 1570 | 8455,M,test-clean,152880,test-clean/8455/210777/8455-210777-0055.flac 1571 | 4077,M,test-clean,152960,test-clean/4077/13751/4077-13751-0000.flac 1572 | 6930,M,test-clean,152960,test-clean/6930/81414/6930-81414-0004.flac 1573 | 2961,F,test-clean,153040,test-clean/2961/961/2961-961-0014.flac 1574 | 8555,F,test-clean,153200,test-clean/8555/292519/8555-292519-0005.flac 1575 | 7729,M,test-clean,153600,test-clean/7729/102255/7729-102255-0028.flac 1576 | 2300,M,test-clean,153680,test-clean/2300/131720/2300-131720-0009.flac 1577 | 8555,F,test-clean,153680,test-clean/8555/284447/8555-284447-0000.flac 1578 | 4970,F,test-clean,153760,test-clean/4970/29095/4970-29095-0004.flac 1579 | 908,M,test-clean,154000,test-clean/908/157963/908-157963-0023.flac 1580 | 1188,M,test-clean,154080,test-clean/1188/133604/1188-133604-0022.flac 1581 | 1089,M,test-clean,154160,test-clean/1089/134686/1089-134686-0005.flac 1582 | 7176,M,test-clean,154240,test-clean/7176/92135/7176-92135-0031.flac 1583 | 7176,M,test-clean,154320,test-clean/7176/88083/7176-88083-0023.flac 1584 | 4446,F,test-clean,154320,test-clean/4446/2273/4446-2273-0016.flac 1585 | 237,F,test-clean,154640,test-clean/237/126133/237-126133-0024.flac 1586 | 7127,M,test-clean,154800,test-clean/7127/75946/7127-75946-0027.flac 1587 | 1320,M,test-clean,155120,test-clean/1320/122617/1320-122617-0018.flac 1588 | 672,M,test-clean,155121,test-clean/672/122797/672-122797-0023.flac 1589 | 4970,F,test-clean,155440,test-clean/4970/29093/4970-29093-0018.flac 1590 | 3575,F,test-clean,155520,test-clean/3575/170457/3575-170457-0044.flac 1591 | 2961,F,test-clean,155680,test-clean/2961/961/2961-961-0017.flac 1592 | 4077,M,test-clean,156000,test-clean/4077/13751/4077-13751-0002.flac 1593 | 3570,F,test-clean,156080,test-clean/3570/5695/3570-5695-0007.flac 1594 | 1320,M,test-clean,156160,test-clean/1320/122617/1320-122617-0011.flac 1595 | 5142,F,test-clean,156560,test-clean/5142/33396/5142-33396-0032.flac 1596 | 4970,F,test-clean,156720,test-clean/4970/29095/4970-29095-0027.flac 1597 | 908,M,test-clean,156800,test-clean/908/157963/908-157963-0020.flac 1598 | 4992,F,test-clean,156800,test-clean/4992/41797/4992-41797-0013.flac 1599 | 121,F,test-clean,156960,test-clean/121/121726/121-121726-0010.flac 1600 | 8224,M,test-clean,157040,test-clean/8224/274384/8224-274384-0002.flac 1601 | 5639,M,test-clean,157120,test-clean/5639/40744/5639-40744-0020.flac 1602 | 6829,F,test-clean,157120,test-clean/6829/68771/6829-68771-0010.flac 1603 | 1284,F,test-clean,157440,test-clean/1284/1180/1284-1180-0021.flac 1604 | 5683,F,test-clean,157680,test-clean/5683/32866/5683-32866-0024.flac 1605 | 1320,M,test-clean,157840,test-clean/1320/122612/1320-122612-0003.flac 1606 | 8555,F,test-clean,157920,test-clean/8555/284449/8555-284449-0012.flac 1607 | 7127,M,test-clean,157920,test-clean/7127/75946/7127-75946-0012.flac 1608 | 6930,M,test-clean,158000,test-clean/6930/76324/6930-76324-0028.flac 1609 | 121,F,test-clean,158000,test-clean/121/127105/121-127105-0000.flac 1610 | 2961,F,test-clean,158080,test-clean/2961/960/2961-960-0020.flac 1611 | 5683,F,test-clean,158240,test-clean/5683/32865/5683-32865-0009.flac 1612 | 5683,F,test-clean,158880,test-clean/5683/32866/5683-32866-0013.flac 1613 | 8463,F,test-clean,158960,test-clean/8463/294825/8463-294825-0003.flac 1614 | 2300,M,test-clean,159680,test-clean/2300/131720/2300-131720-0030.flac 1615 | 260,M,test-clean,159760,test-clean/260/123286/260-123286-0002.flac 1616 | 260,M,test-clean,159920,test-clean/260/123288/260-123288-0010.flac 1617 | 1320,M,test-clean,160000,test-clean/1320/122617/1320-122617-0010.flac 1618 | 908,M,test-clean,160080,test-clean/908/31957/908-31957-0008.flac 1619 | 2094,F,test-clean,160160,test-clean/2094/142345/2094-142345-0059.flac 1620 | 6930,M,test-clean,160240,test-clean/6930/75918/6930-75918-0016.flac 1621 | 4970,F,test-clean,160320,test-clean/4970/29095/4970-29095-0003.flac 1622 | 8455,M,test-clean,160480,test-clean/8455/210777/8455-210777-0038.flac 1623 | 1580,F,test-clean,160880,test-clean/1580/141083/1580-141083-0029.flac 1624 | 7176,M,test-clean,160960,test-clean/7176/88083/7176-88083-0011.flac 1625 | 7127,M,test-clean,161120,test-clean/7127/75947/7127-75947-0039.flac 1626 | 1188,M,test-clean,161120,test-clean/1188/133604/1188-133604-0041.flac 1627 | 2094,F,test-clean,161280,test-clean/2094/142345/2094-142345-0057.flac 1628 | 8224,M,test-clean,161360,test-clean/8224/274381/8224-274381-0007.flac 1629 | 1320,M,test-clean,161360,test-clean/1320/122617/1320-122617-0016.flac 1630 | 237,F,test-clean,161360,test-clean/237/134493/237-134493-0016.flac 1631 | 2830,M,test-clean,161360,test-clean/2830/3980/2830-3980-0054.flac 1632 | 908,M,test-clean,161440,test-clean/908/157963/908-157963-0012.flac 1633 | 7127,M,test-clean,161840,test-clean/7127/75947/7127-75947-0014.flac 1634 | 5683,F,test-clean,161920,test-clean/5683/32865/5683-32865-0005.flac 1635 | 1284,F,test-clean,162480,test-clean/1284/134647/1284-134647-0006.flac 1636 | 1995,F,test-clean,162720,test-clean/1995/1826/1995-1826-0001.flac 1637 | 7127,M,test-clean,162800,test-clean/7127/75946/7127-75946-0014.flac 1638 | 8555,F,test-clean,162880,test-clean/8555/292519/8555-292519-0006.flac 1639 | 5683,F,test-clean,162960,test-clean/5683/32879/5683-32879-0016.flac 1640 | 2830,M,test-clean,163040,test-clean/2830/3980/2830-3980-0007.flac 1641 | 1221,F,test-clean,163040,test-clean/1221/135766/1221-135766-0009.flac 1642 | 1320,M,test-clean,163120,test-clean/1320/122612/1320-122612-0010.flac 1643 | 4446,F,test-clean,163280,test-clean/4446/2271/4446-2271-0016.flac 1644 | 7729,M,test-clean,163680,test-clean/7729/102255/7729-102255-0024.flac 1645 | 908,M,test-clean,163840,test-clean/908/157963/908-157963-0021.flac 1646 | 672,M,test-clean,164000,test-clean/672/122797/672-122797-0004.flac 1647 | 1580,F,test-clean,164080,test-clean/1580/141083/1580-141083-0001.flac 1648 | 1188,M,test-clean,164160,test-clean/1188/133604/1188-133604-0020.flac 1649 | 1284,F,test-clean,164400,test-clean/1284/134647/1284-134647-0001.flac 1650 | 8555,F,test-clean,164480,test-clean/8555/284447/8555-284447-0019.flac 1651 | 4077,M,test-clean,164720,test-clean/4077/13751/4077-13751-0020.flac 1652 | 7021,M,test-clean,165040,test-clean/7021/79740/7021-79740-0011.flac 1653 | 7176,M,test-clean,165520,test-clean/7176/92135/7176-92135-0040.flac 1654 | 2300,M,test-clean,165600,test-clean/2300/131720/2300-131720-0020.flac 1655 | 2961,F,test-clean,165680,test-clean/2961/960/2961-960-0005.flac 1656 | 6829,F,test-clean,165680,test-clean/6829/68771/6829-68771-0001.flac 1657 | 4992,F,test-clean,165920,test-clean/4992/41806/4992-41806-0006.flac 1658 | 4507,F,test-clean,166000,test-clean/4507/16021/4507-16021-0042.flac 1659 | 908,M,test-clean,166320,test-clean/908/157963/908-157963-0011.flac 1660 | 61,M,test-clean,166400,test-clean/61/70970/61-70970-0038.flac 1661 | 4992,F,test-clean,166720,test-clean/4992/23283/4992-23283-0020.flac 1662 | 1089,M,test-clean,166960,test-clean/1089/134686/1089-134686-0000.flac 1663 | 2830,M,test-clean,167040,test-clean/2830/3980/2830-3980-0048.flac 1664 | 4507,F,test-clean,167040,test-clean/4507/16021/4507-16021-0013.flac 1665 | 7176,M,test-clean,167200,test-clean/7176/88083/7176-88083-0018.flac 1666 | 1320,M,test-clean,167840,test-clean/1320/122612/1320-122612-0012.flac 1667 | 1284,F,test-clean,167840,test-clean/1284/1180/1284-1180-0008.flac 1668 | 2094,F,test-clean,167840,test-clean/2094/142345/2094-142345-0037.flac 1669 | 61,M,test-clean,168240,test-clean/61/70970/61-70970-0004.flac 1670 | 3570,F,test-clean,168640,test-clean/3570/5695/3570-5695-0014.flac 1671 | 3570,F,test-clean,168720,test-clean/3570/5694/3570-5694-0007.flac 1672 | 3570,F,test-clean,168880,test-clean/3570/5694/3570-5694-0021.flac 1673 | 1089,M,test-clean,168880,test-clean/1089/134686/1089-134686-0006.flac 1674 | 4077,M,test-clean,168880,test-clean/4077/13751/4077-13751-0008.flac 1675 | 237,F,test-clean,168960,test-clean/237/134500/237-134500-0013.flac 1676 | 8463,F,test-clean,168960,test-clean/8463/294825/8463-294825-0002.flac 1677 | 2961,F,test-clean,169200,test-clean/2961/960/2961-960-0013.flac 1678 | 1089,M,test-clean,169200,test-clean/1089/134686/1089-134686-0009.flac 1679 | 4507,F,test-clean,169360,test-clean/4507/16021/4507-16021-0017.flac 1680 | 3570,F,test-clean,169600,test-clean/3570/5695/3570-5695-0004.flac 1681 | 8230,M,test-clean,169600,test-clean/8230/279154/8230-279154-0016.flac 1682 | 237,F,test-clean,169760,test-clean/237/134500/237-134500-0031.flac 1683 | 3570,F,test-clean,169840,test-clean/3570/5694/3570-5694-0002.flac 1684 | 1188,M,test-clean,170400,test-clean/1188/133604/1188-133604-0004.flac 1685 | 3729,F,test-clean,170560,test-clean/3729/6852/3729-6852-0040.flac 1686 | 1284,F,test-clean,170880,test-clean/1284/1180/1284-1180-0017.flac 1687 | 672,M,test-clean,171040,test-clean/672/122797/672-122797-0025.flac 1688 | 8455,M,test-clean,171520,test-clean/8455/210777/8455-210777-0003.flac 1689 | 1188,M,test-clean,171600,test-clean/1188/133604/1188-133604-0000.flac 1690 | 5105,M,test-clean,171680,test-clean/5105/28233/5105-28233-0008.flac 1691 | 4970,F,test-clean,171680,test-clean/4970/29093/4970-29093-0002.flac 1692 | 4992,F,test-clean,171840,test-clean/4992/23283/4992-23283-0005.flac 1693 | 1320,M,test-clean,172080,test-clean/1320/122617/1320-122617-0013.flac 1694 | 121,F,test-clean,172240,test-clean/121/127105/121-127105-0031.flac 1695 | 1221,F,test-clean,172480,test-clean/1221/135766/1221-135766-0008.flac 1696 | 8455,M,test-clean,172960,test-clean/8455/210777/8455-210777-0057.flac 1697 | 6930,M,test-clean,172960,test-clean/6930/75918/6930-75918-0018.flac 1698 | 237,F,test-clean,173040,test-clean/237/134500/237-134500-0015.flac 1699 | 2300,M,test-clean,173120,test-clean/2300/131720/2300-131720-0010.flac 1700 | 121,F,test-clean,173200,test-clean/121/123859/121-123859-0003.flac 1701 | 1580,F,test-clean,173600,test-clean/1580/141083/1580-141083-0006.flac 1702 | 3729,F,test-clean,174320,test-clean/3729/6852/3729-6852-0041.flac 1703 | 4992,F,test-clean,174320,test-clean/4992/41806/4992-41806-0017.flac 1704 | 1995,F,test-clean,174400,test-clean/1995/1836/1995-1836-0005.flac 1705 | 908,M,test-clean,174480,test-clean/908/31957/908-31957-0021.flac 1706 | 121,F,test-clean,174560,test-clean/121/127105/121-127105-0023.flac 1707 | 4970,F,test-clean,174880,test-clean/4970/29095/4970-29095-0026.flac 1708 | 237,F,test-clean,174960,test-clean/237/134500/237-134500-0012.flac 1709 | 7127,M,test-clean,175040,test-clean/7127/75946/7127-75946-0022.flac 1710 | 237,F,test-clean,175120,test-clean/237/134493/237-134493-0005.flac 1711 | 2300,M,test-clean,175200,test-clean/2300/131720/2300-131720-0021.flac 1712 | 5105,M,test-clean,175360,test-clean/5105/28241/5105-28241-0002.flac 1713 | 4077,M,test-clean,175520,test-clean/4077/13754/4077-13754-0014.flac 1714 | 7729,M,test-clean,175600,test-clean/7729/102255/7729-102255-0020.flac 1715 | 5639,M,test-clean,175680,test-clean/5639/40744/5639-40744-0021.flac 1716 | 1188,M,test-clean,175760,test-clean/1188/133604/1188-133604-0032.flac 1717 | 7729,M,test-clean,176320,test-clean/7729/102255/7729-102255-0037.flac 1718 | 5639,M,test-clean,176320,test-clean/5639/40744/5639-40744-0015.flac 1719 | 3570,F,test-clean,176480,test-clean/3570/5694/3570-5694-0011.flac 1720 | 7729,M,test-clean,176560,test-clean/7729/102255/7729-102255-0043.flac 1721 | 1320,M,test-clean,176720,test-clean/1320/122617/1320-122617-0033.flac 1722 | 2300,M,test-clean,176960,test-clean/2300/131720/2300-131720-0023.flac 1723 | 6930,M,test-clean,177040,test-clean/6930/75918/6930-75918-0004.flac 1724 | 8555,F,test-clean,177200,test-clean/8555/284449/8555-284449-0002.flac 1725 | 5683,F,test-clean,177360,test-clean/5683/32879/5683-32879-0002.flac 1726 | 7021,M,test-clean,178000,test-clean/7021/79740/7021-79740-0000.flac 1727 | 8230,M,test-clean,178160,test-clean/8230/279154/8230-279154-0027.flac 1728 | 8463,F,test-clean,178160,test-clean/8463/294825/8463-294825-0006.flac 1729 | 2300,M,test-clean,178320,test-clean/2300/131720/2300-131720-0012.flac 1730 | 1221,F,test-clean,178560,test-clean/1221/135767/1221-135767-0018.flac 1731 | 3729,F,test-clean,178720,test-clean/3729/6852/3729-6852-0000.flac 1732 | 1089,M,test-clean,178800,test-clean/1089/134686/1089-134686-0022.flac 1733 | 260,M,test-clean,179200,test-clean/260/123288/260-123288-0007.flac 1734 | 5683,F,test-clean,179360,test-clean/5683/32879/5683-32879-0004.flac 1735 | 7127,M,test-clean,179360,test-clean/7127/75946/7127-75946-0016.flac 1736 | 5142,F,test-clean,179920,test-clean/5142/36377/5142-36377-0022.flac 1737 | 1188,M,test-clean,179920,test-clean/1188/133604/1188-133604-0027.flac 1738 | 3570,F,test-clean,180080,test-clean/3570/5694/3570-5694-0014.flac 1739 | 7127,M,test-clean,180160,test-clean/7127/75947/7127-75947-0038.flac 1740 | 4507,F,test-clean,180320,test-clean/4507/16021/4507-16021-0034.flac 1741 | 1320,M,test-clean,180480,test-clean/1320/122617/1320-122617-0032.flac 1742 | 8455,M,test-clean,180560,test-clean/8455/210777/8455-210777-0045.flac 1743 | 4507,F,test-clean,180880,test-clean/4507/16021/4507-16021-0009.flac 1744 | 908,M,test-clean,181040,test-clean/908/31957/908-31957-0001.flac 1745 | 4507,F,test-clean,181120,test-clean/4507/16021/4507-16021-0001.flac 1746 | 7021,M,test-clean,181280,test-clean/7021/85628/7021-85628-0001.flac 1747 | 7021,M,test-clean,181440,test-clean/7021/79730/7021-79730-0006.flac 1748 | 7729,M,test-clean,181600,test-clean/7729/102255/7729-102255-0018.flac 1749 | 260,M,test-clean,182161,test-clean/260/123288/260-123288-0013.flac 1750 | 5105,M,test-clean,182240,test-clean/5105/28233/5105-28233-0005.flac 1751 | 237,F,test-clean,182320,test-clean/237/134493/237-134493-0002.flac 1752 | 1284,F,test-clean,182480,test-clean/1284/1181/1284-1181-0006.flac 1753 | 1995,F,test-clean,182560,test-clean/1995/1826/1995-1826-0021.flac 1754 | 1221,F,test-clean,182640,test-clean/1221/135766/1221-135766-0006.flac 1755 | 3570,F,test-clean,182640,test-clean/3570/5696/3570-5696-0000.flac 1756 | 4992,F,test-clean,182640,test-clean/4992/41806/4992-41806-0007.flac 1757 | 4077,M,test-clean,182800,test-clean/4077/13751/4077-13751-0011.flac 1758 | 1284,F,test-clean,182880,test-clean/1284/1181/1284-1181-0001.flac 1759 | 5639,M,test-clean,183200,test-clean/5639/40744/5639-40744-0037.flac 1760 | 4970,F,test-clean,183200,test-clean/4970/29093/4970-29093-0011.flac 1761 | 5105,M,test-clean,183680,test-clean/5105/28240/5105-28240-0008.flac 1762 | 2961,F,test-clean,183680,test-clean/2961/961/2961-961-0004.flac 1763 | 7021,M,test-clean,183840,test-clean/7021/79730/7021-79730-0001.flac 1764 | 5683,F,test-clean,183920,test-clean/5683/32879/5683-32879-0013.flac 1765 | 7729,M,test-clean,184480,test-clean/7729/102255/7729-102255-0007.flac 1766 | 5639,M,test-clean,184560,test-clean/5639/40744/5639-40744-0036.flac 1767 | 3575,F,test-clean,184560,test-clean/3575/170457/3575-170457-0038.flac 1768 | 7021,M,test-clean,184720,test-clean/7021/85628/7021-85628-0015.flac 1769 | 1188,M,test-clean,184799,test-clean/1188/133604/1188-133604-0018.flac 1770 | 8230,M,test-clean,184960,test-clean/8230/279154/8230-279154-0028.flac 1771 | 1089,M,test-clean,185600,test-clean/1089/134691/1089-134691-0002.flac 1772 | 7729,M,test-clean,185760,test-clean/7729/102255/7729-102255-0016.flac 1773 | 8555,F,test-clean,185920,test-clean/8555/284447/8555-284447-0017.flac 1774 | 1089,M,test-clean,186240,test-clean/1089/134686/1089-134686-0012.flac 1775 | 6930,M,test-clean,186321,test-clean/6930/75918/6930-75918-0019.flac 1776 | 5105,M,test-clean,186400,test-clean/5105/28240/5105-28240-0009.flac 1777 | 1089,M,test-clean,186480,test-clean/1089/134686/1089-134686-0024.flac 1778 | 8230,M,test-clean,187040,test-clean/8230/279154/8230-279154-0033.flac 1779 | 2300,M,test-clean,187040,test-clean/2300/131720/2300-131720-0032.flac 1780 | 6829,F,test-clean,187120,test-clean/6829/68769/6829-68769-0000.flac 1781 | 1089,M,test-clean,187120,test-clean/1089/134691/1089-134691-0017.flac 1782 | 7729,M,test-clean,188160,test-clean/7729/102255/7729-102255-0040.flac 1783 | 7021,M,test-clean,188240,test-clean/7021/79730/7021-79730-0008.flac 1784 | 1284,F,test-clean,188400,test-clean/1284/1181/1284-1181-0017.flac 1785 | 7729,M,test-clean,188720,test-clean/7729/102255/7729-102255-0022.flac 1786 | 4992,F,test-clean,189120,test-clean/4992/41806/4992-41806-0008.flac 1787 | 8455,M,test-clean,189360,test-clean/8455/210777/8455-210777-0008.flac 1788 | 8230,M,test-clean,189520,test-clean/8230/279154/8230-279154-0018.flac 1789 | 3575,F,test-clean,189600,test-clean/3575/170457/3575-170457-0055.flac 1790 | 2961,F,test-clean,189760,test-clean/2961/960/2961-960-0009.flac 1791 | 5142,F,test-clean,190160,test-clean/5142/36377/5142-36377-0025.flac 1792 | 4077,M,test-clean,190320,test-clean/4077/13754/4077-13754-0016.flac 1793 | 260,M,test-clean,190480,test-clean/260/123286/260-123286-0019.flac 1794 | 4970,F,test-clean,190720,test-clean/4970/29093/4970-29093-0001.flac 1795 | 3575,F,test-clean,191120,test-clean/3575/170457/3575-170457-0053.flac 1796 | 4077,M,test-clean,191280,test-clean/4077/13754/4077-13754-0010.flac 1797 | 237,F,test-clean,191440,test-clean/237/126133/237-126133-0001.flac 1798 | 1221,F,test-clean,191760,test-clean/1221/135767/1221-135767-0013.flac 1799 | 5683,F,test-clean,191840,test-clean/5683/32879/5683-32879-0006.flac 1800 | 1284,F,test-clean,192080,test-clean/1284/1180/1284-1180-0018.flac 1801 | 4446,F,test-clean,192160,test-clean/4446/2271/4446-2271-0004.flac 1802 | 6930,M,test-clean,192240,test-clean/6930/81414/6930-81414-0009.flac 1803 | 4077,M,test-clean,192240,test-clean/4077/13751/4077-13751-0012.flac 1804 | 260,M,test-clean,192320,test-clean/260/123440/260-123440-0004.flac 1805 | 7021,M,test-clean,192400,test-clean/7021/79740/7021-79740-0010.flac 1806 | 4970,F,test-clean,192400,test-clean/4970/29095/4970-29095-0033.flac 1807 | 8555,F,test-clean,192640,test-clean/8555/284449/8555-284449-0000.flac 1808 | 5639,M,test-clean,192960,test-clean/5639/40744/5639-40744-0019.flac 1809 | 4507,F,test-clean,193120,test-clean/4507/16021/4507-16021-0023.flac 1810 | 3570,F,test-clean,193360,test-clean/3570/5694/3570-5694-0000.flac 1811 | 7021,M,test-clean,194080,test-clean/7021/85628/7021-85628-0013.flac 1812 | 2961,F,test-clean,194080,test-clean/2961/960/2961-960-0019.flac 1813 | 4970,F,test-clean,194240,test-clean/4970/29095/4970-29095-0018.flac 1814 | 4077,M,test-clean,194400,test-clean/4077/13751/4077-13751-0009.flac 1815 | 3729,F,test-clean,195120,test-clean/3729/6852/3729-6852-0001.flac 1816 | 3575,F,test-clean,195360,test-clean/3575/170457/3575-170457-0042.flac 1817 | 5639,M,test-clean,196000,test-clean/5639/40744/5639-40744-0028.flac 1818 | 3575,F,test-clean,196080,test-clean/3575/170457/3575-170457-0024.flac 1819 | 2961,F,test-clean,196080,test-clean/2961/961/2961-961-0019.flac 1820 | 1320,M,test-clean,196160,test-clean/1320/122617/1320-122617-0004.flac 1821 | 4446,F,test-clean,196160,test-clean/4446/2271/4446-2271-0017.flac 1822 | 7127,M,test-clean,197280,test-clean/7127/75946/7127-75946-0017.flac 1823 | 7127,M,test-clean,197600,test-clean/7127/75947/7127-75947-0022.flac 1824 | 4970,F,test-clean,197840,test-clean/4970/29095/4970-29095-0020.flac 1825 | 1320,M,test-clean,197920,test-clean/1320/122617/1320-122617-0036.flac 1826 | 6930,M,test-clean,198480,test-clean/6930/76324/6930-76324-0015.flac 1827 | 7729,M,test-clean,198640,test-clean/7729/102255/7729-102255-0041.flac 1828 | 1221,F,test-clean,198960,test-clean/1221/135766/1221-135766-0000.flac 1829 | 4446,F,test-clean,199040,test-clean/4446/2273/4446-2273-0010.flac 1830 | 5639,M,test-clean,199040,test-clean/5639/40744/5639-40744-0001.flac 1831 | 4992,F,test-clean,199040,test-clean/4992/41806/4992-41806-0015.flac 1832 | 1089,M,test-clean,199120,test-clean/1089/134686/1089-134686-0011.flac 1833 | 7021,M,test-clean,199280,test-clean/7021/79730/7021-79730-0007.flac 1834 | 5105,M,test-clean,199280,test-clean/5105/28240/5105-28240-0021.flac 1835 | 1995,F,test-clean,199360,test-clean/1995/1837/1995-1837-0014.flac 1836 | 6829,F,test-clean,199520,test-clean/6829/68771/6829-68771-0012.flac 1837 | 5639,M,test-clean,199600,test-clean/5639/40744/5639-40744-0004.flac 1838 | 3729,F,test-clean,199840,test-clean/3729/6852/3729-6852-0007.flac 1839 | 5639,M,test-clean,200160,test-clean/5639/40744/5639-40744-0040.flac 1840 | 2300,M,test-clean,200640,test-clean/2300/131720/2300-131720-0018.flac 1841 | 260,M,test-clean,200800,test-clean/260/123288/260-123288-0005.flac 1842 | 7021,M,test-clean,201360,test-clean/7021/79730/7021-79730-0009.flac 1843 | 7176,M,test-clean,201680,test-clean/7176/88083/7176-88083-0021.flac 1844 | 3570,F,test-clean,201680,test-clean/3570/5694/3570-5694-0009.flac 1845 | 3729,F,test-clean,201680,test-clean/3729/6852/3729-6852-0046.flac 1846 | 4077,M,test-clean,201760,test-clean/4077/13751/4077-13751-0014.flac 1847 | 1188,M,test-clean,201760,test-clean/1188/133604/1188-133604-0003.flac 1848 | 908,M,test-clean,201920,test-clean/908/157963/908-157963-0000.flac 1849 | 8455,M,test-clean,202000,test-clean/8455/210777/8455-210777-0027.flac 1850 | 8224,M,test-clean,202480,test-clean/8224/274381/8224-274381-0015.flac 1851 | 1284,F,test-clean,202560,test-clean/1284/1181/1284-1181-0013.flac 1852 | 8230,M,test-clean,202640,test-clean/8230/279154/8230-279154-0031.flac 1853 | 1221,F,test-clean,203520,test-clean/1221/135767/1221-135767-0021.flac 1854 | 3575,F,test-clean,203520,test-clean/3575/170457/3575-170457-0039.flac 1855 | 3575,F,test-clean,203680,test-clean/3575/170457/3575-170457-0017.flac 1856 | 4077,M,test-clean,203999,test-clean/4077/13754/4077-13754-0006.flac 1857 | 5105,M,test-clean,204080,test-clean/5105/28241/5105-28241-0017.flac 1858 | 237,F,test-clean,204240,test-clean/237/134493/237-134493-0003.flac 1859 | 1221,F,test-clean,204320,test-clean/1221/135767/1221-135767-0007.flac 1860 | 1995,F,test-clean,205200,test-clean/1995/1837/1995-1837-0018.flac 1861 | 5105,M,test-clean,205280,test-clean/5105/28241/5105-28241-0018.flac 1862 | 1284,F,test-clean,205360,test-clean/1284/134647/1284-134647-0004.flac 1863 | 237,F,test-clean,205520,test-clean/237/134500/237-134500-0018.flac 1864 | 8455,M,test-clean,205520,test-clean/8455/210777/8455-210777-0030.flac 1865 | 2094,F,test-clean,205840,test-clean/2094/142345/2094-142345-0033.flac 1866 | 4077,M,test-clean,205920,test-clean/4077/13754/4077-13754-0013.flac 1867 | 6930,M,test-clean,206320,test-clean/6930/81414/6930-81414-0000.flac 1868 | 8463,F,test-clean,206720,test-clean/8463/287645/8463-287645-0002.flac 1869 | 8555,F,test-clean,206880,test-clean/8555/284447/8555-284447-0010.flac 1870 | 8555,F,test-clean,207280,test-clean/8555/284447/8555-284447-0006.flac 1871 | 8463,F,test-clean,207360,test-clean/8463/294828/8463-294828-0007.flac 1872 | 2094,F,test-clean,207920,test-clean/2094/142345/2094-142345-0014.flac 1873 | 3570,F,test-clean,208080,test-clean/3570/5694/3570-5694-0010.flac 1874 | 2961,F,test-clean,208240,test-clean/2961/961/2961-961-0012.flac 1875 | 7021,M,test-clean,208320,test-clean/7021/79759/7021-79759-0005.flac 1876 | 3570,F,test-clean,208400,test-clean/3570/5696/3570-5696-0005.flac 1877 | 672,M,test-clean,208560,test-clean/672/122797/672-122797-0067.flac 1878 | 5639,M,test-clean,208880,test-clean/5639/40744/5639-40744-0034.flac 1879 | 4077,M,test-clean,209040,test-clean/4077/13751/4077-13751-0006.flac 1880 | 8224,M,test-clean,209360,test-clean/8224/274381/8224-274381-0003.flac 1881 | 6829,F,test-clean,209840,test-clean/6829/68771/6829-68771-0009.flac 1882 | 2300,M,test-clean,209840,test-clean/2300/131720/2300-131720-0002.flac 1883 | 8463,F,test-clean,210240,test-clean/8463/294828/8463-294828-0038.flac 1884 | 6930,M,test-clean,210560,test-clean/6930/75918/6930-75918-0005.flac 1885 | 8555,F,test-clean,210800,test-clean/8555/284447/8555-284447-0021.flac 1886 | 7127,M,test-clean,211040,test-clean/7127/75946/7127-75946-0002.flac 1887 | 4992,F,test-clean,211120,test-clean/4992/41797/4992-41797-0009.flac 1888 | 3729,F,test-clean,211440,test-clean/3729/6852/3729-6852-0020.flac 1889 | 5683,F,test-clean,212160,test-clean/5683/32866/5683-32866-0009.flac 1890 | 1089,M,test-clean,212400,test-clean/1089/134686/1089-134686-0023.flac 1891 | 7176,M,test-clean,212480,test-clean/7176/92135/7176-92135-0043.flac 1892 | 237,F,test-clean,212640,test-clean/237/126133/237-126133-0000.flac 1893 | 6829,F,test-clean,213040,test-clean/6829/68771/6829-68771-0000.flac 1894 | 8555,F,test-clean,213360,test-clean/8555/284449/8555-284449-0017.flac 1895 | 1221,F,test-clean,213440,test-clean/1221/135767/1221-135767-0009.flac 1896 | 1089,M,test-clean,213920,test-clean/1089/134691/1089-134691-0021.flac 1897 | 8224,M,test-clean,214720,test-clean/8224/274384/8224-274384-0008.flac 1898 | 1221,F,test-clean,214880,test-clean/1221/135767/1221-135767-0001.flac 1899 | 2300,M,test-clean,215120,test-clean/2300/131720/2300-131720-0007.flac 1900 | 260,M,test-clean,215120,test-clean/260/123288/260-123288-0025.flac 1901 | 4077,M,test-clean,215600,test-clean/4077/13751/4077-13751-0015.flac 1902 | 1320,M,test-clean,215680,test-clean/1320/122612/1320-122612-0000.flac 1903 | 3575,F,test-clean,216880,test-clean/3575/170457/3575-170457-0008.flac 1904 | 1320,M,test-clean,217360,test-clean/1320/122617/1320-122617-0002.flac 1905 | 5105,M,test-clean,217520,test-clean/5105/28233/5105-28233-0010.flac 1906 | 8224,M,test-clean,217760,test-clean/8224/274381/8224-274381-0013.flac 1907 | 8224,M,test-clean,217920,test-clean/8224/274381/8224-274381-0010.flac 1908 | 672,M,test-clean,217920,test-clean/672/122797/672-122797-0002.flac 1909 | 3729,F,test-clean,218240,test-clean/3729/6852/3729-6852-0032.flac 1910 | 5639,M,test-clean,218320,test-clean/5639/40744/5639-40744-0022.flac 1911 | 2300,M,test-clean,218640,test-clean/2300/131720/2300-131720-0022.flac 1912 | 1320,M,test-clean,219120,test-clean/1320/122612/1320-122612-0011.flac 1913 | 5105,M,test-clean,219360,test-clean/5105/28241/5105-28241-0011.flac 1914 | 1221,F,test-clean,219520,test-clean/1221/135766/1221-135766-0003.flac 1915 | 7127,M,test-clean,220640,test-clean/7127/75947/7127-75947-0040.flac 1916 | 5639,M,test-clean,220800,test-clean/5639/40744/5639-40744-0038.flac 1917 | 2094,F,test-clean,221120,test-clean/2094/142345/2094-142345-0006.flac 1918 | 121,F,test-clean,221920,test-clean/121/127105/121-127105-0027.flac 1919 | 5105,M,test-clean,222080,test-clean/5105/28240/5105-28240-0006.flac 1920 | 1221,F,test-clean,222160,test-clean/1221/135767/1221-135767-0012.flac 1921 | 2300,M,test-clean,222240,test-clean/2300/131720/2300-131720-0013.flac 1922 | 1089,M,test-clean,222320,test-clean/1089/134686/1089-134686-0019.flac 1923 | 8555,F,test-clean,222400,test-clean/8555/284449/8555-284449-0004.flac 1924 | 4970,F,test-clean,222560,test-clean/4970/29095/4970-29095-0001.flac 1925 | 5639,M,test-clean,222720,test-clean/5639/40744/5639-40744-0023.flac 1926 | 1188,M,test-clean,222880,test-clean/1188/133604/1188-133604-0019.flac 1927 | 672,M,test-clean,223200,test-clean/672/122797/672-122797-0006.flac 1928 | 4077,M,test-clean,223200,test-clean/4077/13754/4077-13754-0007.flac 1929 | 8455,M,test-clean,223360,test-clean/8455/210777/8455-210777-0051.flac 1930 | 672,M,test-clean,223360,test-clean/672/122797/672-122797-0026.flac 1931 | 672,M,test-clean,223360,test-clean/672/122797/672-122797-0045.flac 1932 | 908,M,test-clean,223840,test-clean/908/157963/908-157963-0004.flac 1933 | 3575,F,test-clean,224160,test-clean/3575/170457/3575-170457-0041.flac 1934 | 1188,M,test-clean,224320,test-clean/1188/133604/1188-133604-0021.flac 1935 | 3570,F,test-clean,224560,test-clean/3570/5694/3570-5694-0020.flac 1936 | 1320,M,test-clean,224880,test-clean/1320/122617/1320-122617-0001.flac 1937 | 8230,M,test-clean,224960,test-clean/8230/279154/8230-279154-0004.flac 1938 | 908,M,test-clean,225600,test-clean/908/31957/908-31957-0022.flac 1939 | 4077,M,test-clean,226080,test-clean/4077/13754/4077-13754-0011.flac 1940 | 121,F,test-clean,226400,test-clean/121/127105/121-127105-0035.flac 1941 | 3570,F,test-clean,226400,test-clean/3570/5694/3570-5694-0016.flac 1942 | 1284,F,test-clean,226720,test-clean/1284/134647/1284-134647-0007.flac 1943 | 7021,M,test-clean,226800,test-clean/7021/79740/7021-79740-0014.flac 1944 | 3575,F,test-clean,227200,test-clean/3575/170457/3575-170457-0037.flac 1945 | 6930,M,test-clean,227600,test-clean/6930/75918/6930-75918-0001.flac 1946 | 1188,M,test-clean,227840,test-clean/1188/133604/1188-133604-0007.flac 1947 | 2094,F,test-clean,228000,test-clean/2094/142345/2094-142345-0013.flac 1948 | 4970,F,test-clean,228800,test-clean/4970/29093/4970-29093-0010.flac 1949 | 7176,M,test-clean,228800,test-clean/7176/88083/7176-88083-0007.flac 1950 | 4507,F,test-clean,228960,test-clean/4507/16021/4507-16021-0031.flac 1951 | 4992,F,test-clean,229040,test-clean/4992/23283/4992-23283-0017.flac 1952 | 121,F,test-clean,229680,test-clean/121/127105/121-127105-0020.flac 1953 | 4992,F,test-clean,229760,test-clean/4992/41806/4992-41806-0000.flac 1954 | 5639,M,test-clean,230000,test-clean/5639/40744/5639-40744-0039.flac 1955 | 1221,F,test-clean,230320,test-clean/1221/135767/1221-135767-0022.flac 1956 | 6930,M,test-clean,230400,test-clean/6930/75918/6930-75918-0020.flac 1957 | 2094,F,test-clean,230480,test-clean/2094/142345/2094-142345-0009.flac 1958 | 3575,F,test-clean,230800,test-clean/3575/170457/3575-170457-0015.flac 1959 | 7176,M,test-clean,231040,test-clean/7176/92135/7176-92135-0000.flac 1960 | 121,F,test-clean,231200,test-clean/121/127105/121-127105-0024.flac 1961 | 908,M,test-clean,231440,test-clean/908/157963/908-157963-0015.flac 1962 | 4507,F,test-clean,231680,test-clean/4507/16021/4507-16021-0021.flac 1963 | 5639,M,test-clean,232000,test-clean/5639/40744/5639-40744-0026.flac 1964 | 3570,F,test-clean,232080,test-clean/3570/5694/3570-5694-0006.flac 1965 | 8230,M,test-clean,232160,test-clean/8230/279154/8230-279154-0034.flac 1966 | 1188,M,test-clean,232160,test-clean/1188/133604/1188-133604-0037.flac 1967 | 4077,M,test-clean,232240,test-clean/4077/13751/4077-13751-0016.flac 1968 | 8230,M,test-clean,232960,test-clean/8230/279154/8230-279154-0013.flac 1969 | 8555,F,test-clean,233280,test-clean/8555/292519/8555-292519-0003.flac 1970 | 5683,F,test-clean,233440,test-clean/5683/32879/5683-32879-0017.flac 1971 | 260,M,test-clean,233520,test-clean/260/123288/260-123288-0024.flac 1972 | 5105,M,test-clean,233520,test-clean/5105/28233/5105-28233-0009.flac 1973 | 8224,M,test-clean,233600,test-clean/8224/274384/8224-274384-0010.flac 1974 | 2300,M,test-clean,234080,test-clean/2300/131720/2300-131720-0001.flac 1975 | 1188,M,test-clean,234400,test-clean/1188/133604/1188-133604-0012.flac 1976 | 4970,F,test-clean,234720,test-clean/4970/29095/4970-29095-0028.flac 1977 | 2830,M,test-clean,234800,test-clean/2830/3979/2830-3979-0007.flac 1978 | 2094,F,test-clean,234800,test-clean/2094/142345/2094-142345-0003.flac 1979 | 3570,F,test-clean,235440,test-clean/3570/5695/3570-5695-0001.flac 1980 | 260,M,test-clean,235440,test-clean/260/123440/260-123440-0002.flac 1981 | 908,M,test-clean,236080,test-clean/908/31957/908-31957-0004.flac 1982 | 3570,F,test-clean,236160,test-clean/3570/5695/3570-5695-0012.flac 1983 | 4507,F,test-clean,236640,test-clean/4507/16021/4507-16021-0030.flac 1984 | 5105,M,test-clean,236960,test-clean/5105/28233/5105-28233-0003.flac 1985 | 4970,F,test-clean,236960,test-clean/4970/29095/4970-29095-0007.flac 1986 | 2300,M,test-clean,237120,test-clean/2300/131720/2300-131720-0019.flac 1987 | 8555,F,test-clean,238400,test-clean/8555/292519/8555-292519-0000.flac 1988 | 8230,M,test-clean,239120,test-clean/8230/279154/8230-279154-0041.flac 1989 | 8463,F,test-clean,239280,test-clean/8463/294828/8463-294828-0035.flac 1990 | 1089,M,test-clean,239760,test-clean/1089/134691/1089-134691-0008.flac 1991 | 7729,M,test-clean,239840,test-clean/7729/102255/7729-102255-0015.flac 1992 | 7176,M,test-clean,240000,test-clean/7176/88083/7176-88083-0013.flac 1993 | 2094,F,test-clean,240240,test-clean/2094/142345/2094-142345-0015.flac 1994 | 1284,F,test-clean,240400,test-clean/1284/1180/1284-1180-0019.flac 1995 | 5683,F,test-clean,240480,test-clean/5683/32866/5683-32866-0010.flac 1996 | 1089,M,test-clean,240480,test-clean/1089/134691/1089-134691-0012.flac 1997 | 1221,F,test-clean,240800,test-clean/1221/135766/1221-135766-0010.flac 1998 | 4970,F,test-clean,240800,test-clean/4970/29095/4970-29095-0031.flac 1999 | 7729,M,test-clean,240960,test-clean/7729/102255/7729-102255-0026.flac 2000 | 8455,M,test-clean,241040,test-clean/8455/210777/8455-210777-0036.flac 2001 | 7729,M,test-clean,241760,test-clean/7729/102255/7729-102255-0017.flac 2002 | 1284,F,test-clean,241760,test-clean/1284/134647/1284-134647-0002.flac 2003 | 672,M,test-clean,242080,test-clean/672/122797/672-122797-0001.flac 2004 | 4507,F,test-clean,242640,test-clean/4507/16021/4507-16021-0010.flac 2005 | 3729,F,test-clean,242640,test-clean/3729/6852/3729-6852-0042.flac 2006 | 1188,M,test-clean,243040,test-clean/1188/133604/1188-133604-0011.flac 2007 | 8230,M,test-clean,243040,test-clean/8230/279154/8230-279154-0010.flac 2008 | 4992,F,test-clean,243360,test-clean/4992/41806/4992-41806-0014.flac 2009 | 1188,M,test-clean,243840,test-clean/1188/133604/1188-133604-0024.flac 2010 | 1221,F,test-clean,244080,test-clean/1221/135767/1221-135767-0016.flac 2011 | 672,M,test-clean,244320,test-clean/672/122797/672-122797-0064.flac 2012 | 2300,M,test-clean,244480,test-clean/2300/131720/2300-131720-0025.flac 2013 | 7021,M,test-clean,244640,test-clean/7021/85628/7021-85628-0003.flac 2014 | 672,M,test-clean,244960,test-clean/672/122797/672-122797-0042.flac 2015 | 2961,F,test-clean,245600,test-clean/2961/960/2961-960-0002.flac 2016 | 4970,F,test-clean,245680,test-clean/4970/29093/4970-29093-0003.flac 2017 | 5639,M,test-clean,246639,test-clean/5639/40744/5639-40744-0018.flac 2018 | 4507,F,test-clean,246720,test-clean/4507/16021/4507-16021-0039.flac 2019 | 5142,F,test-clean,246800,test-clean/5142/36377/5142-36377-0008.flac 2020 | 1995,F,test-clean,247200,test-clean/1995/1826/1995-1826-0026.flac 2021 | 2961,F,test-clean,247280,test-clean/2961/960/2961-960-0008.flac 2022 | 2094,F,test-clean,248320,test-clean/2094/142345/2094-142345-0002.flac 2023 | 8455,M,test-clean,250320,test-clean/8455/210777/8455-210777-0061.flac 2024 | 1089,M,test-clean,251520,test-clean/1089/134686/1089-134686-0018.flac 2025 | 2961,F,test-clean,251600,test-clean/2961/960/2961-960-0006.flac 2026 | 7176,M,test-clean,251840,test-clean/7176/92135/7176-92135-0025.flac 2027 | 4992,F,test-clean,252160,test-clean/4992/41806/4992-41806-0016.flac 2028 | 5639,M,test-clean,252320,test-clean/5639/40744/5639-40744-0000.flac 2029 | 2961,F,test-clean,252560,test-clean/2961/960/2961-960-0021.flac 2030 | 2300,M,test-clean,254000,test-clean/2300/131720/2300-131720-0011.flac 2031 | 8230,M,test-clean,254480,test-clean/8230/279154/8230-279154-0007.flac 2032 | 8463,F,test-clean,255600,test-clean/8463/287645/8463-287645-0005.flac 2033 | 1320,M,test-clean,255920,test-clean/1320/122617/1320-122617-0028.flac 2034 | 7176,M,test-clean,256320,test-clean/7176/92135/7176-92135-0014.flac 2035 | 260,M,test-clean,256640,test-clean/260/123288/260-123288-0026.flac 2036 | 5105,M,test-clean,257040,test-clean/5105/28240/5105-28240-0001.flac 2037 | 121,F,test-clean,257040,test-clean/121/127105/121-127105-0025.flac 2038 | 7127,M,test-clean,257200,test-clean/7127/75946/7127-75946-0028.flac 2039 | 1188,M,test-clean,257360,test-clean/1188/133604/1188-133604-0015.flac 2040 | 1221,F,test-clean,257920,test-clean/1221/135767/1221-135767-0002.flac 2041 | 2094,F,test-clean,257920,test-clean/2094/142345/2094-142345-0030.flac 2042 | 2830,M,test-clean,258001,test-clean/2830/3979/2830-3979-0001.flac 2043 | 2094,F,test-clean,258080,test-clean/2094/142345/2094-142345-0012.flac 2044 | 1284,F,test-clean,259520,test-clean/1284/1180/1284-1180-0030.flac 2045 | 1221,F,test-clean,259520,test-clean/1221/135766/1221-135766-0012.flac 2046 | 8455,M,test-clean,259839,test-clean/8455/210777/8455-210777-0016.flac 2047 | 2094,F,test-clean,260160,test-clean/2094/142345/2094-142345-0011.flac 2048 | 1221,F,test-clean,260320,test-clean/1221/135767/1221-135767-0023.flac 2049 | 6829,F,test-clean,260560,test-clean/6829/68771/6829-68771-0007.flac 2050 | 121,F,test-clean,260640,test-clean/121/123852/121-123852-0004.flac 2051 | 1089,M,test-clean,261280,test-clean/1089/134691/1089-134691-0013.flac 2052 | 8455,M,test-clean,261760,test-clean/8455/210777/8455-210777-0022.flac 2053 | 7176,M,test-clean,262400,test-clean/7176/92135/7176-92135-0012.flac 2054 | 3729,F,test-clean,263360,test-clean/3729/6852/3729-6852-0004.flac 2055 | 8230,M,test-clean,263600,test-clean/8230/279154/8230-279154-0002.flac 2056 | 1221,F,test-clean,264160,test-clean/1221/135767/1221-135767-0011.flac 2057 | 8555,F,test-clean,264320,test-clean/8555/284449/8555-284449-0011.flac 2058 | 2830,M,test-clean,264960,test-clean/2830/3980/2830-3980-0073.flac 2059 | 7176,M,test-clean,265200,test-clean/7176/88083/7176-88083-0001.flac 2060 | 2300,M,test-clean,265360,test-clean/2300/131720/2300-131720-0031.flac 2061 | 1188,M,test-clean,265520,test-clean/1188/133604/1188-133604-0016.flac 2062 | 1221,F,test-clean,266320,test-clean/1221/135766/1221-135766-0005.flac 2063 | 7021,M,test-clean,266800,test-clean/7021/85628/7021-85628-0007.flac 2064 | 4077,M,test-clean,266880,test-clean/4077/13751/4077-13751-0004.flac 2065 | 8230,M,test-clean,267120,test-clean/8230/279154/8230-279154-0040.flac 2066 | 1221,F,test-clean,267440,test-clean/1221/135766/1221-135766-0001.flac 2067 | 1221,F,test-clean,267520,test-clean/1221/135767/1221-135767-0017.flac 2068 | 4077,M,test-clean,267520,test-clean/4077/13751/4077-13751-0003.flac 2069 | 3570,F,test-clean,267760,test-clean/3570/5696/3570-5696-0001.flac 2070 | 3575,F,test-clean,267760,test-clean/3575/170457/3575-170457-0026.flac 2071 | 2300,M,test-clean,268160,test-clean/2300/131720/2300-131720-0003.flac 2072 | 1089,M,test-clean,268640,test-clean/1089/134686/1089-134686-0020.flac 2073 | 6930,M,test-clean,269440,test-clean/6930/75918/6930-75918-0014.flac 2074 | 8230,M,test-clean,270560,test-clean/8230/279154/8230-279154-0009.flac 2075 | 1995,F,test-clean,271440,test-clean/1995/1837/1995-1837-0023.flac 2076 | 8224,M,test-clean,271680,test-clean/8224/274381/8224-274381-0006.flac 2077 | 7729,M,test-clean,272080,test-clean/7729/102255/7729-102255-0006.flac 2078 | 7729,M,test-clean,273680,test-clean/7729/102255/7729-102255-0044.flac 2079 | 5639,M,test-clean,275200,test-clean/5639/40744/5639-40744-0041.flac 2080 | 4077,M,test-clean,275520,test-clean/4077/13751/4077-13751-0007.flac 2081 | 4507,F,test-clean,276240,test-clean/4507/16021/4507-16021-0016.flac 2082 | 121,F,test-clean,276560,test-clean/121/123852/121-123852-0002.flac 2083 | 2961,F,test-clean,277040,test-clean/2961/960/2961-960-0003.flac 2084 | 8230,M,test-clean,278080,test-clean/8230/279154/8230-279154-0001.flac 2085 | 121,F,test-clean,278240,test-clean/121/123859/121-123859-0000.flac 2086 | 5105,M,test-clean,278640,test-clean/5105/28241/5105-28241-0004.flac 2087 | 5639,M,test-clean,278880,test-clean/5639/40744/5639-40744-0032.flac 2088 | 6930,M,test-clean,279760,test-clean/6930/81414/6930-81414-0001.flac 2089 | 5639,M,test-clean,280320,test-clean/5639/40744/5639-40744-0035.flac 2090 | 5105,M,test-clean,281120,test-clean/5105/28240/5105-28240-0023.flac 2091 | 2300,M,test-clean,281520,test-clean/2300/131720/2300-131720-0026.flac 2092 | 2300,M,test-clean,281680,test-clean/2300/131720/2300-131720-0033.flac 2093 | 8463,F,test-clean,282240,test-clean/8463/294825/8463-294825-0013.flac 2094 | 121,F,test-clean,283120,test-clean/121/123852/121-123852-0000.flac 2095 | 8224,M,test-clean,283840,test-clean/8224/274381/8224-274381-0000.flac 2096 | 4992,F,test-clean,283920,test-clean/4992/41806/4992-41806-0002.flac 2097 | 4077,M,test-clean,284480,test-clean/4077/13754/4077-13754-0002.flac 2098 | 8224,M,test-clean,285200,test-clean/8224/274381/8224-274381-0017.flac 2099 | 4077,M,test-clean,285440,test-clean/4077/13754/4077-13754-0005.flac 2100 | 8224,M,test-clean,286080,test-clean/8224/274381/8224-274381-0014.flac 2101 | 7021,M,test-clean,287120,test-clean/7021/79730/7021-79730-0004.flac 2102 | 1188,M,test-clean,287360,test-clean/1188/133604/1188-133604-0002.flac 2103 | 8555,F,test-clean,287440,test-clean/8555/292519/8555-292519-0009.flac 2104 | 7127,M,test-clean,287520,test-clean/7127/75947/7127-75947-0000.flac 2105 | 3729,F,test-clean,287840,test-clean/3729/6852/3729-6852-0017.flac 2106 | 8455,M,test-clean,290000,test-clean/8455/210777/8455-210777-0001.flac 2107 | 8230,M,test-clean,290320,test-clean/8230/279154/8230-279154-0019.flac 2108 | 1320,M,test-clean,291520,test-clean/1320/122617/1320-122617-0035.flac 2109 | 3729,F,test-clean,292960,test-clean/3729/6852/3729-6852-0009.flac 2110 | 7021,M,test-clean,294640,test-clean/7021/79740/7021-79740-0008.flac 2111 | 1320,M,test-clean,296400,test-clean/1320/122617/1320-122617-0007.flac 2112 | 3729,F,test-clean,296640,test-clean/3729/6852/3729-6852-0005.flac 2113 | 1188,M,test-clean,296720,test-clean/1188/133604/1188-133604-0044.flac 2114 | 7729,M,test-clean,296960,test-clean/7729/102255/7729-102255-0009.flac 2115 | 1221,F,test-clean,298080,test-clean/1221/135767/1221-135767-0003.flac 2116 | 8224,M,test-clean,299680,test-clean/8224/274384/8224-274384-0012.flac 2117 | 8230,M,test-clean,300160,test-clean/8230/279154/8230-279154-0042.flac 2118 | 5142,F,test-clean,301920,test-clean/5142/36377/5142-36377-0021.flac 2119 | 3729,F,test-clean,302320,test-clean/3729/6852/3729-6852-0034.flac 2120 | 3575,F,test-clean,304000,test-clean/3575/170457/3575-170457-0043.flac 2121 | 672,M,test-clean,304079,test-clean/672/122797/672-122797-0022.flac 2122 | 1188,M,test-clean,304080,test-clean/1188/133604/1188-133604-0028.flac 2123 | 3570,F,test-clean,304400,test-clean/3570/5694/3570-5694-0003.flac 2124 | 7729,M,test-clean,305040,test-clean/7729/102255/7729-102255-0008.flac 2125 | 1221,F,test-clean,305440,test-clean/1221/135767/1221-135767-0004.flac 2126 | 7127,M,test-clean,311600,test-clean/7127/75946/7127-75946-0000.flac 2127 | 4077,M,test-clean,313760,test-clean/4077/13751/4077-13751-0005.flac 2128 | 4077,M,test-clean,315280,test-clean/4077/13751/4077-13751-0021.flac 2129 | 8555,F,test-clean,316081,test-clean/8555/284447/8555-284447-0015.flac 2130 | 7729,M,test-clean,316881,test-clean/7729/102255/7729-102255-0003.flac 2131 | 4970,F,test-clean,317760,test-clean/4970/29095/4970-29095-0021.flac 2132 | 8224,M,test-clean,318160,test-clean/8224/274381/8224-274381-0012.flac 2133 | 2300,M,test-clean,318560,test-clean/2300/131720/2300-131720-0004.flac 2134 | 4077,M,test-clean,318560,test-clean/4077/13754/4077-13754-0008.flac 2135 | 2300,M,test-clean,318640,test-clean/2300/131720/2300-131720-0017.flac 2136 | 7729,M,test-clean,319120,test-clean/7729/102255/7729-102255-0046.flac 2137 | 908,M,test-clean,319200,test-clean/908/157963/908-157963-0008.flac 2138 | 2961,F,test-clean,319840,test-clean/2961/961/2961-961-0002.flac 2139 | 8463,F,test-clean,320079,test-clean/8463/294825/8463-294825-0009.flac 2140 | 1089,M,test-clean,320160,test-clean/1089/134691/1089-134691-0011.flac 2141 | 2300,M,test-clean,320240,test-clean/2300/131720/2300-131720-0016.flac 2142 | 3570,F,test-clean,320480,test-clean/3570/5695/3570-5695-0005.flac 2143 | 1089,M,test-clean,320880,test-clean/1089/134691/1089-134691-0009.flac 2144 | 1188,M,test-clean,322000,test-clean/1188/133604/1188-133604-0026.flac 2145 | 1284,F,test-clean,322320,test-clean/1284/134647/1284-134647-0003.flac 2146 | 7127,M,test-clean,322400,test-clean/7127/75946/7127-75946-0026.flac 2147 | 7729,M,test-clean,322480,test-clean/7729/102255/7729-102255-0004.flac 2148 | 5142,F,test-clean,322960,test-clean/5142/36600/5142-36600-0001.flac 2149 | 2094,F,test-clean,324000,test-clean/2094/142345/2094-142345-0038.flac 2150 | 7729,M,test-clean,324480,test-clean/7729/102255/7729-102255-0032.flac 2151 | 8224,M,test-clean,325280,test-clean/8224/274384/8224-274384-0001.flac 2152 | 7729,M,test-clean,325680,test-clean/7729/102255/7729-102255-0011.flac 2153 | 3729,F,test-clean,326000,test-clean/3729/6852/3729-6852-0045.flac 2154 | 2961,F,test-clean,327360,test-clean/2961/960/2961-960-0010.flac 2155 | 8230,M,test-clean,328560,test-clean/8230/279154/8230-279154-0037.flac 2156 | 1221,F,test-clean,328960,test-clean/1221/135767/1221-135767-0006.flac 2157 | 908,M,test-clean,328960,test-clean/908/31957/908-31957-0025.flac 2158 | 8224,M,test-clean,330240,test-clean/8224/274384/8224-274384-0004.flac 2159 | 3729,F,test-clean,330400,test-clean/3729/6852/3729-6852-0035.flac 2160 | 1188,M,test-clean,332080,test-clean/1188/133604/1188-133604-0008.flac 2161 | 8555,F,test-clean,333120,test-clean/8555/292519/8555-292519-0001.flac 2162 | 5683,F,test-clean,333680,test-clean/5683/32866/5683-32866-0019.flac 2163 | 2961,F,test-clean,334000,test-clean/2961/960/2961-960-0011.flac 2164 | 1188,M,test-clean,334480,test-clean/1188/133604/1188-133604-0034.flac 2165 | 8224,M,test-clean,335680,test-clean/8224/274381/8224-274381-0008.flac 2166 | 5105,M,test-clean,336240,test-clean/5105/28241/5105-28241-0001.flac 2167 | 8463,F,test-clean,336800,test-clean/8463/294825/8463-294825-0007.flac 2168 | 260,M,test-clean,338960,test-clean/260/123288/260-123288-0015.flac 2169 | 8224,M,test-clean,340080,test-clean/8224/274381/8224-274381-0004.flac 2170 | 1221,F,test-clean,341520,test-clean/1221/135766/1221-135766-0011.flac 2171 | 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8224,M,test-clean,418560,test-clean/8224/274381/8224-274381-0005.flac 2211 | 5639,M,test-clean,433920,test-clean/5639/40744/5639-40744-0003.flac 2212 | 2961,F,test-clean,434880,test-clean/2961/960/2961-960-0000.flac 2213 | 8224,M,test-clean,440400,test-clean/8224/274381/8224-274381-0016.flac 2214 | 4507,F,test-clean,449440,test-clean/4507/16021/4507-16021-0032.flac 2215 | 3575,F,test-clean,452320,test-clean/3575/170457/3575-170457-0036.flac 2216 | 4992,F,test-clean,454560,test-clean/4992/41797/4992-41797-0001.flac 2217 | 8224,M,test-clean,454560,test-clean/8224/274381/8224-274381-0009.flac 2218 | 5639,M,test-clean,454720,test-clean/5639/40744/5639-40744-0031.flac 2219 | 3729,F,test-clean,457200,test-clean/3729/6852/3729-6852-0033.flac 2220 | 5105,M,test-clean,466240,test-clean/5105/28241/5105-28241-0015.flac 2221 | 4970,F,test-clean,473600,test-clean/4970/29093/4970-29093-0006.flac 2222 | 121,F,test-clean,480640,test-clean/121/123859/121-123859-0002.flac 2223 | 2094,F,test-clean,489840,test-clean/2094/142345/2094-142345-0010.flac 2224 | 672,M,test-clean,492960,test-clean/672/122797/672-122797-0008.flac 2225 | 4507,F,test-clean,505840,test-clean/4507/16021/4507-16021-0026.flac 2226 | 2094,F,test-clean,506400,test-clean/2094/142345/2094-142345-0008.flac 2227 | 908,M,test-clean,524320,test-clean/908/157963/908-157963-0007.flac 2228 | 7021,M,test-clean,526080,test-clean/7021/79730/7021-79730-0003.flac 2229 | 1995,F,test-clean,542560,test-clean/1995/1836/1995-1836-0004.flac 2230 | 4507,F,test-clean,559280,test-clean/4507/16021/4507-16021-0047.flac 2231 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | soundfile>=0.10.3.post1 2 | tqdm>=4.46.1 3 | pysndfx>=0.3.6 4 | pandas>=1.0.1 5 | numpy>=1.18.1 6 | pyloudnorm>=0.1.0 7 | scipy>=1.4.1 8 | matplotlib>=3.1.3 -------------------------------------------------------------------------------- /scripts/augment_train_noise.py: -------------------------------------------------------------------------------- 1 | import os 2 | import argparse 3 | import soundfile as sf 4 | import glob 5 | import tqdm.contrib.concurrent 6 | import functools 7 | from pysndfx import AudioEffectsChain 8 | 9 | # Command line arguments 10 | parser = argparse.ArgumentParser() 11 | parser.add_argument('--wham_dir', type=str, required=True, 12 | help='Path to wham_noise root directory') 13 | 14 | 15 | def main(args): 16 | wham_noise_dir = args.wham_dir 17 | # Get train dir 18 | subdir = os.path.join(wham_noise_dir, 'tr') 19 | # List files in that dir 20 | sound_paths = glob.glob(os.path.join(subdir, '**/*.wav'), 21 | recursive=True) 22 | # Avoid running this script if it already have been run 23 | if len(sound_paths) == 60000: 24 | print("It appears that augmented files have already been generated.\n" 25 | "Skipping data augmentation.") 26 | return 27 | elif len(sound_paths) != 20000: 28 | print("It appears that augmented files have not been generated properly\n" 29 | "Resuming augmentation.") 30 | originals = [x for x in sound_paths if 'sp' not in x] 31 | to_be_removed_08 = [x.replace('sp08','') for x in sound_paths if 'sp08' in x] 32 | to_be_removed_12 = [x.replace('sp12','') for x in sound_paths if 'sp12' in x ] 33 | sound_paths_08 = list(set(originals) - set(to_be_removed_08)) 34 | sound_paths_12 = list(set(originals) - set(to_be_removed_12)) 35 | augment_noise(sound_paths_08, 0.8) 36 | augment_noise(sound_paths_12, 1.2) 37 | else: 38 | print(f'Augmenting {subdir} files') 39 | # Transform audio speed 40 | augment_noise(sound_paths, 0.8) 41 | augment_noise(sound_paths, 1.2) 42 | 43 | 44 | def augment_noise(sound_paths, speed): 45 | print(f"Change speed with factor {speed}") 46 | tqdm.contrib.concurrent.process_map( 47 | functools.partial(apply_fx, speed=speed), 48 | sound_paths, 49 | chunksize=10 50 | ) 51 | 52 | 53 | def apply_fx(sound_path, speed): 54 | # Get the effect 55 | fx = (AudioEffectsChain().speed(speed)) 56 | s, rate = sf.read(sound_path) 57 | # Get 1st channel 58 | s = s[:, 0] 59 | # Apply effect 60 | s = fx(s) 61 | # Write the file 62 | sf.write(f"""{sound_path.replace( 63 | '.wav',f"sp{str(speed).replace('.','')}" +'.wav')}""", s, rate) 64 | 65 | 66 | if __name__ == "__main__": 67 | args = parser.parse_args() 68 | main(args) 69 | -------------------------------------------------------------------------------- /scripts/create_librimix_from_metadata.py: -------------------------------------------------------------------------------- 1 | import os 2 | import argparse 3 | import soundfile as sf 4 | import pandas as pd 5 | import numpy as np 6 | import functools 7 | from scipy.signal import resample_poly 8 | import tqdm.contrib.concurrent 9 | 10 | # eps secures log and division 11 | EPS = 1e-10 12 | # Rate of the sources in LibriSpeech 13 | RATE = 16000 14 | 15 | parser = argparse.ArgumentParser() 16 | parser.add_argument('--librispeech_dir', type=str, required=True, 17 | help='Path to librispeech root directory') 18 | parser.add_argument('--wham_dir', type=str, required=True, 19 | help='Path to wham_noise root directory') 20 | parser.add_argument('--metadata_dir', type=str, required=True, 21 | help='Path to the LibriMix metadata directory') 22 | parser.add_argument('--librimix_outdir', type=str, default=None, 23 | help='Path to the desired dataset root directory') 24 | parser.add_argument('--n_src', type=int, required=True, 25 | help='Number of sources in mixtures') 26 | parser.add_argument('--freqs', nargs='+', default=['8k', '16k'], 27 | help='--freqs 16k 8k will create 2 directories wav8k ' 28 | 'and wav16k') 29 | parser.add_argument('--modes', nargs='+', default=['min', 'max'], 30 | help='--modes min max will create 2 directories in ' 31 | 'each freq directory') 32 | parser.add_argument('--types', nargs='+', default=['mix_clean', 'mix_both', 33 | 'mix_single'], 34 | help='--types mix_clean mix_both mix_single ') 35 | 36 | 37 | def main(args): 38 | # Get librispeech root path 39 | librispeech_dir = args.librispeech_dir 40 | wham_dir = args.wham_dir 41 | # Get Metadata directory 42 | metadata_dir = args.metadata_dir 43 | # Get LibriMix root path 44 | librimix_outdir = args.librimix_outdir 45 | n_src = args.n_src 46 | if librimix_outdir is None: 47 | librimix_outdir = os.path.dirname(metadata_dir) 48 | librimix_outdir = os.path.join(librimix_outdir, f'Libri{n_src}Mix') 49 | # Get the desired frequencies 50 | freqs = args.freqs 51 | freqs = [freq.lower() for freq in freqs] 52 | # Get the desired modes 53 | modes = args.modes 54 | modes = [mode.lower() for mode in modes] 55 | types = args.types 56 | types = [t.lower() for t in types] 57 | # Get the number of sources 58 | create_librimix(librispeech_dir, wham_dir, librimix_outdir, metadata_dir, 59 | freqs, n_src, modes, types) 60 | 61 | 62 | def create_librimix(librispeech_dir, wham_dir, out_dir, metadata_dir, 63 | freqs, n_src, modes, types): 64 | """ Generate sources mixtures and saves them in out_dir""" 65 | # Get metadata files 66 | md_filename_list = [file for file in os.listdir(metadata_dir) 67 | if 'info' not in file] 68 | # Create all parts of librimix 69 | for md_filename in md_filename_list: 70 | csv_path = os.path.join(metadata_dir, md_filename) 71 | process_metadata_file(csv_path, freqs, n_src, librispeech_dir, 72 | wham_dir, out_dir, modes, types) 73 | 74 | 75 | def process_metadata_file(csv_path, freqs, n_src, librispeech_dir, wham_dir, 76 | out_dir, modes, types): 77 | """ Process a metadata generation file to create sources and mixtures""" 78 | md_file = pd.read_csv(csv_path, engine='python') 79 | for freq in freqs: 80 | # Get the frequency directory path 81 | freq_path = os.path.join(out_dir, 'wav' + freq) 82 | # Transform freq = "16k" into 16000 83 | freq = int(freq.strip('k')) * 1000 84 | 85 | for mode in modes: 86 | # Path to the mode directory 87 | mode_path = os.path.join(freq_path, mode) 88 | # Subset metadata path 89 | subset_metadata_path = os.path.join(mode_path, 'metadata') 90 | os.makedirs(subset_metadata_path, exist_ok=True) 91 | # Directory where the mixtures and sources will be stored 92 | dir_name = os.path.basename(csv_path).replace( 93 | f'libri{n_src}mix_', '').replace('-clean', '').replace( 94 | '.csv', '') 95 | dir_path = os.path.join(mode_path, dir_name) 96 | # If the files already exist then continue the loop 97 | if os.path.isdir(dir_path): 98 | print(f"Directory {dir_path} already exist. " 99 | f"Files won't be overwritten") 100 | continue 101 | 102 | print(f"Creating mixtures and sources from {csv_path} " 103 | f"in {dir_path}") 104 | # Create subdir 105 | if types == ['mix_clean']: 106 | subdirs = [f's{i + 1}' for i in range(n_src)] + ['mix_clean'] 107 | else: 108 | subdirs = [f's{i + 1}' for i in range(n_src)] + types + [ 109 | 'noise'] 110 | # Create directories accordingly 111 | for subdir in subdirs: 112 | os.makedirs(os.path.join(dir_path, subdir)) 113 | # Go through the metadata file 114 | process_utterances(md_file, librispeech_dir, wham_dir, freq, mode, 115 | subdirs, dir_path, subset_metadata_path, n_src) 116 | 117 | 118 | def process_utterances(md_file, librispeech_dir, wham_dir, freq, mode, subdirs, 119 | dir_path, subset_metadata_path, n_src): 120 | # Dictionary that will contain all metadata 121 | md_dic = {} 122 | # Get dir name 123 | dir_name = os.path.basename(dir_path) 124 | # Create Dataframes 125 | for subdir in subdirs: 126 | if subdir.startswith('mix'): 127 | md_dic[f'metrics_{dir_name}_{subdir}'] = create_empty_metrics_md( 128 | n_src, subdir) 129 | md_dic[f'mixture_{dir_name}_{subdir}'] = create_empty_mixture_md( 130 | n_src, subdir) 131 | 132 | # Go through the metadata file and generate mixtures 133 | for results in tqdm.contrib.concurrent.process_map( 134 | functools.partial( 135 | process_utterance, 136 | n_src, librispeech_dir, wham_dir, freq, mode, subdirs, dir_path), 137 | [row for _, row in md_file.iterrows()], 138 | chunksize=10, 139 | ): 140 | for mix_id, snr_list, abs_mix_path, abs_source_path_list, abs_noise_path, length, subdir in results: 141 | # Add line to the dataframes 142 | add_to_metrics_metadata(md_dic[f"metrics_{dir_name}_{subdir}"], 143 | mix_id, snr_list) 144 | add_to_mixture_metadata(md_dic[f'mixture_{dir_name}_{subdir}'], 145 | mix_id, abs_mix_path, abs_source_path_list, 146 | abs_noise_path, length, subdir) 147 | 148 | # Save the metadata files 149 | for md_df in md_dic: 150 | # Save the metadata in out_dir ./data/wavxk/mode/subset 151 | save_path_mixture = os.path.join(subset_metadata_path, md_df + '.csv') 152 | md_dic[md_df].to_csv(save_path_mixture, index=False) 153 | 154 | 155 | def process_utterance(n_src, librispeech_dir, wham_dir, freq, mode, subdirs, dir_path, row): 156 | res = [] 157 | # Get sources and mixture infos 158 | mix_id, gain_list, sources = read_sources(row, n_src, librispeech_dir, 159 | wham_dir) 160 | # Transform sources 161 | transformed_sources = transform_sources(sources, freq, mode, gain_list) 162 | # Write the sources and get their paths 163 | abs_source_path_list = write_sources(mix_id, 164 | transformed_sources, 165 | subdirs, dir_path, freq, 166 | n_src) 167 | # Write the noise and get its path 168 | abs_noise_path = write_noise(mix_id, transformed_sources, dir_path, 169 | freq) 170 | # Mixtures are different depending on the subdir 171 | for subdir in subdirs: 172 | if subdir == 'mix_clean': 173 | sources_to_mix = transformed_sources[:n_src] 174 | elif subdir == 'mix_both': 175 | sources_to_mix = transformed_sources 176 | elif subdir == 'mix_single': 177 | sources_to_mix = [transformed_sources[0], 178 | transformed_sources[-1]] 179 | else: 180 | continue 181 | 182 | # Mix sources 183 | mixture = mix(sources_to_mix) 184 | # Write mixture and get its path 185 | abs_mix_path = write_mix(mix_id, mixture, dir_path, subdir, freq) 186 | length = len(mixture) 187 | # Compute SNR 188 | snr_list = compute_snr_list(mixture, sources_to_mix) 189 | res.append((mix_id, snr_list, abs_mix_path, abs_source_path_list, abs_noise_path, length, subdir)) 190 | 191 | return res 192 | 193 | 194 | def create_empty_metrics_md(n_src, subdir): 195 | """ Create the metrics dataframe""" 196 | metrics_dataframe = pd.DataFrame() 197 | metrics_dataframe['mixture_ID'] = {} 198 | if subdir == 'mix_clean': 199 | for i in range(n_src): 200 | metrics_dataframe[f"source_{i + 1}_SNR"] = {} 201 | elif subdir == 'mix_both': 202 | for i in range(n_src): 203 | metrics_dataframe[f"source_{i + 1}_SNR"] = {} 204 | metrics_dataframe[f"noise_SNR"] = {} 205 | elif subdir == 'mix_single': 206 | metrics_dataframe["source_1_SNR"] = {} 207 | metrics_dataframe[f"noise_SNR"] = {} 208 | return metrics_dataframe 209 | 210 | 211 | def create_empty_mixture_md(n_src, subdir): 212 | """ Create the mixture dataframe""" 213 | mixture_dataframe = pd.DataFrame() 214 | mixture_dataframe['mixture_ID'] = {} 215 | mixture_dataframe['mixture_path'] = {} 216 | if subdir == 'mix_clean': 217 | for i in range(n_src): 218 | mixture_dataframe[f"source_{i + 1}_path"] = {} 219 | elif subdir == 'mix_both': 220 | for i in range(n_src): 221 | mixture_dataframe[f"source_{i + 1}_path"] = {} 222 | mixture_dataframe[f"noise_path"] = {} 223 | elif subdir == 'mix_single': 224 | mixture_dataframe["source_1_path"] = {} 225 | mixture_dataframe[f"noise_path"] = {} 226 | mixture_dataframe['length'] = {} 227 | return mixture_dataframe 228 | 229 | 230 | def read_sources(row, n_src, librispeech_dir, wham_dir): 231 | """ Get sources and info to mix the sources """ 232 | # Get info about the mixture 233 | mixture_id = row['mixture_ID'] 234 | sources_path_list = get_list_from_csv(row, 'source_path', n_src) 235 | gain_list = get_list_from_csv(row, 'source_gain', n_src) 236 | sources_list = [] 237 | max_length = 0 238 | # Read the files to make the mixture 239 | for sources_path in sources_path_list: 240 | sources_path = os.path.join(librispeech_dir, 241 | sources_path) 242 | source, _ = sf.read(sources_path, dtype='float32') 243 | # Get max_length 244 | if max_length < len(source): 245 | max_length = len(source) 246 | sources_list.append(source) 247 | # Read the noise 248 | noise_path = os.path.join(wham_dir, row['noise_path']) 249 | noise, _ = sf.read(noise_path, dtype='float32', stop=max_length) 250 | # if noises have 2 channels take the first 251 | if len(noise.shape) > 1: 252 | noise = noise[:, 0] 253 | # if noise is too short extend it 254 | if len(noise) < max_length: 255 | noise = extend_noise(noise, max_length) 256 | sources_list.append(noise) 257 | gain_list.append(row['noise_gain']) 258 | 259 | return mixture_id, gain_list, sources_list 260 | 261 | 262 | def get_list_from_csv(row, column, n_src): 263 | """ Transform a list in the .csv in an actual python list """ 264 | python_list = [] 265 | for i in range(n_src): 266 | current_column = column.split('_') 267 | current_column.insert(1, str(i + 1)) 268 | current_column = '_'.join(current_column) 269 | python_list.append(row[current_column]) 270 | return python_list 271 | 272 | 273 | def extend_noise(noise, max_length): 274 | """ Concatenate noise using hanning window""" 275 | noise_ex = noise 276 | window = np.hanning(RATE + 1) 277 | # Increasing window 278 | i_w = window[:len(window) // 2 + 1] 279 | # Decreasing window 280 | d_w = window[len(window) // 2::-1] 281 | # Extend until max_length is reached 282 | while len(noise_ex) < max_length: 283 | noise_ex = np.concatenate((noise_ex[:len(noise_ex) - len(d_w)], 284 | np.multiply( 285 | noise_ex[len(noise_ex) - len(d_w):], 286 | d_w) + np.multiply( 287 | noise[:len(i_w)], i_w), 288 | noise[len(i_w):])) 289 | noise_ex = noise_ex[:max_length] 290 | return noise_ex 291 | 292 | 293 | def transform_sources(sources_list, freq, mode, gain_list): 294 | """ Transform libriSpeech sources to librimix """ 295 | # Normalize sources 296 | sources_list_norm = loudness_normalize(sources_list, gain_list) 297 | # Resample the sources 298 | sources_list_resampled = resample_list(sources_list_norm, freq) 299 | # Reshape sources 300 | reshaped_sources = fit_lengths(sources_list_resampled, mode) 301 | return reshaped_sources 302 | 303 | 304 | def loudness_normalize(sources_list, gain_list): 305 | """ Normalize sources loudness""" 306 | # Create the list of normalized sources 307 | normalized_list = [] 308 | for i, source in enumerate(sources_list): 309 | normalized_list.append(source * gain_list[i]) 310 | return normalized_list 311 | 312 | 313 | def resample_list(sources_list, freq): 314 | """ Resample the source list to the desired frequency""" 315 | # Create the resampled list 316 | resampled_list = [] 317 | # Resample each source 318 | for source in sources_list: 319 | resampled_list.append(resample_poly(source, freq, RATE)) 320 | return resampled_list 321 | 322 | 323 | def fit_lengths(source_list, mode): 324 | """ Make the sources to match the target length """ 325 | sources_list_reshaped = [] 326 | # Check the mode 327 | if mode == 'min': 328 | target_length = min([len(source) for source in source_list]) 329 | for source in source_list: 330 | sources_list_reshaped.append(source[:target_length]) 331 | else: 332 | target_length = max([len(source) for source in source_list]) 333 | for source in source_list: 334 | sources_list_reshaped.append( 335 | np.pad(source, (0, target_length - len(source)), 336 | mode='constant')) 337 | return sources_list_reshaped 338 | 339 | 340 | def write_sources(mix_id, transformed_sources, subdirs, dir_path, freq, n_src): 341 | # Write sources and mixtures and save their path 342 | abs_source_path_list = [] 343 | ex_filename = mix_id + '.wav' 344 | for src, src_dir in zip(transformed_sources[:n_src], subdirs[:n_src]): 345 | save_path = os.path.join(dir_path, src_dir, ex_filename) 346 | abs_save_path = os.path.abspath(save_path) 347 | sf.write(abs_save_path, src, freq) 348 | abs_source_path_list.append(abs_save_path) 349 | return abs_source_path_list 350 | 351 | 352 | def write_noise(mix_id, transformed_sources, dir_path, freq): 353 | # Write noise save it's path 354 | noise = transformed_sources[-1] 355 | ex_filename = mix_id + '.wav' 356 | save_path = os.path.join(dir_path, 'noise', ex_filename) 357 | abs_save_path = os.path.abspath(save_path) 358 | sf.write(abs_save_path, noise, freq) 359 | return abs_save_path 360 | 361 | 362 | def mix(sources_list): 363 | """ Do the mixing """ 364 | # Initialize mixture 365 | mixture = np.zeros_like(sources_list[0]) 366 | for source in sources_list: 367 | mixture += source 368 | return mixture 369 | 370 | 371 | def write_mix(mix_id, mixture, dir_path, subdir, freq): 372 | # Write noise save it's path 373 | ex_filename = mix_id + '.wav' 374 | save_path = os.path.join(dir_path, subdir, ex_filename) 375 | abs_save_path = os.path.abspath(save_path) 376 | sf.write(abs_save_path, mixture, freq) 377 | return abs_save_path 378 | 379 | 380 | def compute_snr_list(mixture, sources_list): 381 | """Compute the SNR on the mixture mode min""" 382 | snr_list = [] 383 | # Compute SNR for min mode 384 | for i in range(len(sources_list)): 385 | noise_min = mixture - sources_list[i] 386 | snr_list.append(snr_xy(sources_list[i], noise_min)) 387 | return snr_list 388 | 389 | 390 | def snr_xy(x, y): 391 | return 10 * np.log10(np.mean(x ** 2) / (np.mean(y ** 2) + EPS) + EPS) 392 | 393 | 394 | def add_to_metrics_metadata(metrics_df, mixture_id, snr_list): 395 | """ Add a new line to metrics_df""" 396 | row_metrics = [mixture_id] + snr_list 397 | metrics_df.loc[len(metrics_df)] = row_metrics 398 | 399 | 400 | def add_to_mixture_metadata(mix_df, mix_id, abs_mix_path, abs_sources_path, 401 | abs_noise_path, length, subdir): 402 | """ Add a new line to mixture_df """ 403 | sources_path = abs_sources_path 404 | noise_path = [abs_noise_path] 405 | if subdir == 'mix_clean': 406 | noise_path = [] 407 | elif subdir == 'mix_single': 408 | sources_path = [abs_sources_path[0]] 409 | row_mixture = [mix_id, abs_mix_path] + sources_path + noise_path + [length] 410 | mix_df.loc[len(mix_df)] = row_mixture 411 | 412 | 413 | if __name__ == "__main__": 414 | args = parser.parse_args() 415 | main(args) 416 | -------------------------------------------------------------------------------- /scripts/create_librimix_metadata.py: -------------------------------------------------------------------------------- 1 | import argparse 2 | import os 3 | import random 4 | import warnings 5 | 6 | import numpy as np 7 | import pandas as pd 8 | import pyloudnorm as pyln 9 | import soundfile as sf 10 | from tqdm import tqdm 11 | 12 | # Global parameters 13 | # eps secures log and division 14 | EPS = 1e-10 15 | # max amplitude in sources and mixtures 16 | MAX_AMP = 0.9 17 | # In LibriSpeech all the sources are at 16K Hz 18 | RATE = 16000 19 | # We will randomize loudness between this range 20 | MIN_LOUDNESS = -33 21 | MAX_LOUDNESS = -25 22 | 23 | # A random seed is used for reproducibility 24 | random.seed(72) 25 | 26 | # Command line arguments 27 | parser = argparse.ArgumentParser() 28 | parser.add_argument('--librispeech_dir', type=str, required=True, 29 | help='Path to librispeech root directory') 30 | parser.add_argument('--librispeech_md_dir', type=str, required=True, 31 | help='Path to librispeech metadata directory') 32 | parser.add_argument('--wham_dir', type=str, required=True, 33 | help='Path to wham root directory') 34 | parser.add_argument('--wham_md_dir', type=str, required=True, 35 | help='Path to wham metadata directory') 36 | parser.add_argument('--metadata_outdir', type=str, default=None, 37 | help='Where librimix metadata files will be stored.') 38 | parser.add_argument('--n_src', type=int, required=True, 39 | help='Number of sources desired to create the mixture') 40 | 41 | 42 | def main(args): 43 | librispeech_dir = args.librispeech_dir 44 | librispeech_md_dir = args.librispeech_md_dir 45 | wham_dir = args.wham_dir 46 | wham_md_dir = args.wham_md_dir 47 | n_src = args.n_src 48 | # Create Librimix metadata directory 49 | md_dir = args.metadata_outdir 50 | if md_dir is None: 51 | root = os.path.dirname(librispeech_dir) 52 | md_dir = os.path.join(root, f'LibriMix/metadata') 53 | os.makedirs(md_dir, exist_ok=True) 54 | create_librimix_metadata(librispeech_dir, librispeech_md_dir, wham_dir, 55 | wham_md_dir, md_dir, n_src) 56 | 57 | 58 | def create_librimix_metadata(librispeech_dir, librispeech_md_dir, wham_dir, 59 | wham_md_dir, md_dir, n_src): 60 | """ Generate LibriMix metadata according to LibriSpeech metadata """ 61 | 62 | # Dataset name 63 | dataset = f'libri{n_src}mix' 64 | # List metadata files in LibriSpeech 65 | librispeech_md_files = os.listdir(librispeech_md_dir) 66 | # List metadata files in wham_noise 67 | wham_md_files = os.listdir(wham_md_dir) 68 | # If you wish to ignore some metadata files add their name here 69 | # Example : to_be_ignored = ['dev-other.csv'] 70 | to_be_ignored = [] 71 | 72 | check_already_generated(md_dir, dataset, to_be_ignored, 73 | librispeech_md_files) 74 | # Go through each metadata file and create metadata accordingly 75 | for librispeech_md_file in librispeech_md_files: 76 | if not librispeech_md_file.endswith('.csv'): 77 | print(f"{librispeech_md_file} is not a csv file, continue.") 78 | continue 79 | # Get the name of the corresponding noise md file 80 | try: 81 | wham_md_file = [f for f in wham_md_files if 82 | f.startswith(librispeech_md_file.split('-')[0])][0] 83 | except IndexError: 84 | print('Wham metadata are missing you can either generate the ' 85 | 'missing wham files or add the librispeech metadata to ' 86 | 'to_be_ignored list') 87 | break 88 | 89 | # Open .csv files from LibriSpeech 90 | librispeech_md = pd.read_csv(os.path.join( 91 | librispeech_md_dir, librispeech_md_file), engine='python') 92 | # Open .csv files from wham_noise 93 | wham_md = pd.read_csv(os.path.join( 94 | wham_md_dir, wham_md_file), engine='python') 95 | # Filenames 96 | save_path = os.path.join(md_dir, 97 | '_'.join([dataset, librispeech_md_file])) 98 | info_name = '_'.join([dataset, librispeech_md_file.strip('.csv'), 99 | 'info']) + '.csv' 100 | info_save_path = os.path.join(md_dir, info_name) 101 | print(f"Creating {os.path.basename(save_path)} file in {md_dir}") 102 | # Create dataframe 103 | mixtures_md, mixtures_info = create_librimix_df( 104 | librispeech_md, librispeech_dir, wham_md, wham_dir, 105 | n_src) 106 | # Round number of files 107 | mixtures_md = mixtures_md[:len(mixtures_md) // 100 * 100] 108 | mixtures_info = mixtures_info[:len(mixtures_info) // 100 * 100] 109 | 110 | # Save csv files 111 | mixtures_md.to_csv(save_path, index=False) 112 | mixtures_info.to_csv(info_save_path, index=False) 113 | 114 | 115 | def check_already_generated(md_dir, dataset, to_be_ignored, 116 | librispeech_md_files): 117 | # Check if the metadata files in LibriSpeech already have been used 118 | already_generated = os.listdir(md_dir) 119 | for generated in already_generated: 120 | if generated.startswith(f"{dataset}") and 'info' not in generated: 121 | if 'train-100' in generated: 122 | to_be_ignored.append('train-clean-100.csv') 123 | elif 'train-360' in generated: 124 | to_be_ignored.append('train-clean-360.csv') 125 | elif 'dev' in generated: 126 | to_be_ignored.append('dev-clean.csv') 127 | elif 'test' in generated: 128 | to_be_ignored.append('test-clean.csv') 129 | print(f"{generated} already exists in " 130 | f"{md_dir} it won't be overwritten") 131 | for element in to_be_ignored: 132 | librispeech_md_files.remove(element) 133 | 134 | 135 | def create_librimix_df(librispeech_md_file, librispeech_dir, 136 | wham_md_file, wham_dir, n_src): 137 | """ Generate librimix dataframe from a LibriSpeech and wha md file""" 138 | 139 | # Create a dataframe that will be used to generate sources and mixtures 140 | mixtures_md = pd.DataFrame(columns=['mixture_ID']) 141 | # Create a dataframe with additional infos. 142 | mixtures_info = pd.DataFrame(columns=['mixture_ID']) 143 | # Add columns (depends on the number of sources) 144 | for i in range(n_src): 145 | mixtures_md[f"source_{i + 1}_path"] = {} 146 | mixtures_md[f"source_{i + 1}_gain"] = {} 147 | mixtures_info[f"speaker_{i + 1}_ID"] = {} 148 | mixtures_info[f"speaker_{i + 1}_sex"] = {} 149 | mixtures_md["noise_path"] = {} 150 | mixtures_md["noise_gain"] = {} 151 | # Generate pairs of sources to mix 152 | pairs, pairs_noise = set_pairs(librispeech_md_file, wham_md_file, n_src) 153 | clip_counter = 0 154 | # For each combination create a new line in the dataframe 155 | for pair, pair_noise in tqdm(zip(pairs, pairs_noise), total=len(pairs)): 156 | # return infos about the sources, generate sources 157 | sources_info, sources_list_max = read_sources( 158 | librispeech_md_file, pair, n_src, librispeech_dir) 159 | # Add noise 160 | sources_info, sources_list_max = add_noise( 161 | wham_md_file, wham_dir, pair_noise, sources_list_max, sources_info) 162 | # compute initial loudness, randomize loudness and normalize sources 163 | loudness, _, sources_list_norm = set_loudness(sources_list_max) 164 | # Do the mixture 165 | mixture_max = mix(sources_list_norm) 166 | # Check the mixture for clipping and renormalize if necessary 167 | renormalize_loudness, did_clip = check_for_cliping(mixture_max, 168 | sources_list_norm) 169 | clip_counter += int(did_clip) 170 | # Compute gain 171 | gain_list = compute_gain(loudness, renormalize_loudness) 172 | 173 | # Add information to the dataframe 174 | row_mixture, row_info = get_row(sources_info, gain_list, n_src) 175 | mixtures_md.loc[len(mixtures_md)] = row_mixture 176 | mixtures_info.loc[len(mixtures_info)] = row_info 177 | print(f"Among {len(mixtures_md)} mixtures, {clip_counter} clipped.") 178 | return mixtures_md, mixtures_info 179 | 180 | 181 | def set_pairs(librispeech_md_file, wham_md_file, n_src): 182 | """ set pairs of sources to make the mixture """ 183 | # Initialize list for pairs sources 184 | utt_pairs = [] 185 | noise_pairs = [] 186 | # In train sets utterance are only used once 187 | if 'train' in librispeech_md_file.iloc[0]['subset']: 188 | utt_pairs = set_utt_pairs(librispeech_md_file, utt_pairs, n_src) 189 | noise_pairs = set_noise_pairs(utt_pairs, noise_pairs, 190 | librispeech_md_file, wham_md_file) 191 | # Otherwise we want 3000 mixtures 192 | else: 193 | while len(utt_pairs) < 3000: 194 | utt_pairs = set_utt_pairs(librispeech_md_file, utt_pairs, n_src) 195 | noise_pairs = set_noise_pairs(utt_pairs, noise_pairs, 196 | librispeech_md_file, wham_md_file) 197 | utt_pairs, noise_pairs = remove_duplicates(utt_pairs, noise_pairs) 198 | utt_pairs = utt_pairs[:3000] 199 | noise_pairs = noise_pairs[:3000] 200 | 201 | return utt_pairs, noise_pairs 202 | 203 | 204 | def set_utt_pairs(librispeech_md_file, pair_list, n_src): 205 | # A counter 206 | c = 0 207 | # Index of the rows in the metadata file 208 | index = list(range(len(librispeech_md_file))) 209 | 210 | # Try to create pairs with different speakers end after 200 fails 211 | while len(index) >= n_src and c < 200: 212 | couple = random.sample(index, n_src) 213 | # Check that speakers are different 214 | speaker_list = set([librispeech_md_file.iloc[couple[i]]['speaker_ID'] 215 | for i in range(n_src)]) 216 | # If there are duplicates then increment the counter 217 | if len(speaker_list) != n_src: 218 | c += 1 219 | # Else append the combination to pair_list and erase the combination 220 | # from the available indexes 221 | else: 222 | for i in range(n_src): 223 | index.remove(couple[i]) 224 | pair_list.append(couple) 225 | c = 0 226 | return pair_list 227 | 228 | 229 | def set_noise_pairs(pairs, noise_pairs, librispeech_md_file, wham_md_file): 230 | print('Generating pairs') 231 | # Initially take not augmented data 232 | md = wham_md_file[wham_md_file['augmented'] == False] 233 | # If there are more mixtures than noises then use augmented data 234 | if len(pairs) > len(md): 235 | md = wham_md_file 236 | # Copy pairs because we are going to remove elements from pairs 237 | for pair in pairs.copy(): 238 | # get sources infos 239 | sources = [librispeech_md_file.iloc[pair[i]] 240 | for i in range(len(pair))] 241 | # get max_length 242 | length_list = [source['length'] for source in sources] 243 | max_length = max(length_list) 244 | # Ideal choices are noises longer than max_length 245 | possible = md[md['length'] >= max_length] 246 | # if possible is not empty 247 | try: 248 | # random noise longer than max_length 249 | pair_noise = random.sample(list(possible.index), 1) 250 | # add that noise's index to the list 251 | noise_pairs.append(pair_noise) 252 | # remove that noise from the remaining noises 253 | md = md.drop(pair_noise) 254 | # if possible is empty 255 | except ValueError: 256 | # if we deal with training files 257 | if 'train' in librispeech_md_file.iloc[0]['subset']: 258 | # take the longest noise remaining 259 | pair_noise = list(md.index)[-1] 260 | # add it to noise list 261 | noise_pairs.append(pair_noise) 262 | # remove it from remaining noises 263 | md = md.drop(pair_noise) 264 | # if dev or test 265 | else: 266 | # just delete the pair we will redo this process 267 | pairs.remove(pair) 268 | 269 | return noise_pairs 270 | 271 | 272 | def remove_duplicates(utt_pairs, noise_pairs): 273 | print('Removing duplicates') 274 | # look for identical mixtures O(n²) 275 | for i, (pair, pair_noise) in enumerate(zip(utt_pairs, noise_pairs)): 276 | for j, (du_pair, du_pair_noise) in enumerate( 277 | zip(utt_pairs, noise_pairs)): 278 | # sort because [s1,s2] = [s2,s1] 279 | if sorted(pair) == sorted(du_pair) and i != j: 280 | utt_pairs.remove(du_pair) 281 | noise_pairs.remove(du_pair_noise) 282 | return utt_pairs, noise_pairs 283 | 284 | 285 | def read_sources(metadata_file, pair, n_src, librispeech_dir): 286 | # Read lines corresponding to pair 287 | sources = [metadata_file.iloc[pair[i]] for i in range(n_src)] 288 | # Get sources info 289 | speaker_id_list = [source['speaker_ID'] for source in sources] 290 | sex_list = [source['sex'] for source in sources] 291 | length_list = [source['length'] for source in sources] 292 | path_list = [source['origin_path'] for source in sources] 293 | id_l = [os.path.split(source['origin_path'])[1].strip('.flac') 294 | for source in sources] 295 | mixtures_id = "_".join(id_l) 296 | 297 | # Get the longest and shortest source len 298 | max_length = max(length_list) 299 | sources_list = [] 300 | 301 | # Read the source and compute some info 302 | for i in range(n_src): 303 | source = metadata_file.iloc[pair[i]] 304 | absolute_path = os.path.join(librispeech_dir, 305 | source['origin_path']) 306 | s, _ = sf.read(absolute_path, dtype='float32') 307 | sources_list.append( 308 | np.pad(s, (0, max_length - len(s)), mode='constant')) 309 | 310 | sources_info = {'mixtures_id': mixtures_id, 311 | 'speaker_id_list': speaker_id_list, 'sex_list': sex_list, 312 | 'path_list': path_list} 313 | return sources_info, sources_list 314 | 315 | 316 | def add_noise(wham_md_file, wham_dir, pair_noise, sources_list, sources_info): 317 | # Get the row corresponding to the index 318 | noise = wham_md_file.loc[pair_noise] 319 | # Get the noise path 320 | try: 321 | noise_path = os.path.join(wham_dir, noise['origin_path'].values[0]) 322 | except AttributeError: 323 | noise_path = os.path.join(wham_dir, noise['origin_path']) 324 | # Read the noise 325 | n, _ = sf.read(noise_path, dtype='float32') 326 | # Keep the first channel 327 | if len(n.shape) > 1: 328 | n = n[:, 0] 329 | # Get expected length 330 | length = len(sources_list[0]) 331 | # Pad if shorter 332 | if length > len(n): 333 | sources_list.append(np.pad(n, (0, length - len(n)), mode='constant')) 334 | # Cut if longer 335 | else: 336 | sources_list.append(n[:length]) 337 | # Get relative path 338 | try : 339 | sources_info['noise_path'] = noise['origin_path'].values[0] 340 | except AttributeError: 341 | sources_info['noise_path'] = noise['origin_path'] 342 | return sources_info, sources_list 343 | 344 | 345 | def set_loudness(sources_list): 346 | """ Compute original loudness and normalise them randomly """ 347 | # Initialize loudness 348 | loudness_list = [] 349 | # In LibriSpeech all sources are at 16KHz hence the meter 350 | meter = pyln.Meter(RATE) 351 | # Randomize sources loudness 352 | target_loudness_list = [] 353 | sources_list_norm = [] 354 | 355 | # Normalize loudness 356 | for i in range(len(sources_list)): 357 | # Compute initial loudness 358 | loudness_list.append(meter.integrated_loudness(sources_list[i])) 359 | # Pick a random loudness 360 | target_loudness = random.uniform(MIN_LOUDNESS, MAX_LOUDNESS) 361 | # Noise has a different loudness 362 | if i == len(sources_list) - 1: 363 | target_loudness = random.uniform(MIN_LOUDNESS - 5, 364 | MAX_LOUDNESS - 5) 365 | # Normalize source to target loudness 366 | 367 | with warnings.catch_warnings(): 368 | # We don't want to pollute stdout, but we don't want to ignore 369 | # other warnings. 370 | warnings.simplefilter("ignore") 371 | src = pyln.normalize.loudness(sources_list[i], loudness_list[i], 372 | target_loudness) 373 | # If source clips, renormalize 374 | if np.max(np.abs(src)) >= 1: 375 | src = sources_list[i] * MAX_AMP / np.max(np.abs(sources_list[i])) 376 | target_loudness = meter.integrated_loudness(src) 377 | # Save scaled source and loudness. 378 | sources_list_norm.append(src) 379 | target_loudness_list.append(target_loudness) 380 | return loudness_list, target_loudness_list, sources_list_norm 381 | 382 | 383 | def mix(sources_list_norm): 384 | """ Do the mixture for min mode and max mode """ 385 | # Initialize mixture 386 | mixture_max = np.zeros_like(sources_list_norm[0]) 387 | for i in range(len(sources_list_norm)): 388 | mixture_max += sources_list_norm[i] 389 | return mixture_max 390 | 391 | 392 | def check_for_cliping(mixture_max, sources_list_norm): 393 | """Check the mixture (mode max) for clipping and re normalize if needed.""" 394 | # Initialize renormalized sources and loudness 395 | renormalize_loudness = [] 396 | clip = False 397 | # Recreate the meter 398 | meter = pyln.Meter(RATE) 399 | # Check for clipping in mixtures 400 | if np.max(np.abs(mixture_max)) > MAX_AMP: 401 | clip = True 402 | weight = MAX_AMP / np.max(np.abs(mixture_max)) 403 | else: 404 | weight = 1 405 | # Renormalize 406 | for i in range(len(sources_list_norm)): 407 | new_loudness = meter.integrated_loudness(sources_list_norm[i] * weight) 408 | renormalize_loudness.append(new_loudness) 409 | return renormalize_loudness, clip 410 | 411 | 412 | def compute_gain(loudness, renormalize_loudness): 413 | """ Compute the gain between the original and target loudness""" 414 | gain = [] 415 | for i in range(len(loudness)): 416 | delta_loudness = renormalize_loudness[i] - loudness[i] 417 | gain.append(np.power(10.0, delta_loudness / 20.0)) 418 | return gain 419 | 420 | 421 | def get_row(sources_info, gain_list, n_src): 422 | """ Get new row for each mixture/info dataframe """ 423 | row_mixture = [sources_info['mixtures_id']] 424 | row_info = [sources_info['mixtures_id']] 425 | for i in range(n_src): 426 | row_mixture.append(sources_info['path_list'][i]) 427 | row_mixture.append(gain_list[i]) 428 | row_info.append(sources_info['speaker_id_list'][i]) 429 | row_info.append(sources_info['sex_list'][i]) 430 | row_mixture.append(sources_info['noise_path']) 431 | row_mixture.append(gain_list[-1]) 432 | return row_mixture, row_info 433 | 434 | 435 | if __name__ == "__main__": 436 | args = parser.parse_args() 437 | main(args) 438 | -------------------------------------------------------------------------------- /scripts/create_librispeech_metadata.py: -------------------------------------------------------------------------------- 1 | import os 2 | import argparse 3 | import soundfile as sf 4 | import pandas as pd 5 | import glob 6 | from tqdm import tqdm 7 | 8 | # Global parameter 9 | # We will filter out files shorter than that 10 | NUMBER_OF_SECONDS = 3 11 | # In LibriSpeech all the sources are at 16K Hz 12 | RATE = 16000 13 | 14 | # Command line arguments 15 | parser = argparse.ArgumentParser() 16 | parser.add_argument('--librispeech_dir', type=str, required=True, 17 | help='Path to librispeech root directory') 18 | 19 | 20 | def main(args): 21 | librispeech_dir = args.librispeech_dir 22 | # Create Librispeech metadata directory 23 | librispeech_md_dir = os.path.join(librispeech_dir, 'metadata') 24 | os.makedirs(librispeech_md_dir, exist_ok=True) 25 | create_librispeech_metadata(librispeech_dir, librispeech_md_dir) 26 | 27 | 28 | def create_librispeech_metadata(librispeech_dir, md_dir): 29 | """ Generate metadata corresponding to downloaded data in LibriSpeech """ 30 | # Get speakers metadata 31 | speakers_metadata = create_speakers_dataframe(librispeech_dir) 32 | # Check for already generated files and generate files accordingly 33 | dir_to_process = check_already_generated(md_dir, librispeech_dir) 34 | 35 | # Go through each directory and create associated metadata 36 | for ldir in dir_to_process: 37 | # Generate the dataframe relative to the directory 38 | dir_metadata = create_librispeech_dataframe(librispeech_dir, ldir, 39 | speakers_metadata) 40 | # Filter out files that are shorter than 3s 41 | num_samples = NUMBER_OF_SECONDS * RATE 42 | dir_metadata = dir_metadata[ 43 | dir_metadata['length'] >= num_samples] 44 | # Sort the dataframe according to ascending Length 45 | dir_metadata = dir_metadata.sort_values('length') 46 | # Write the dataframe in a .csv in the metadata directory 47 | save_path = os.path.join(md_dir, ldir + '.csv') 48 | dir_metadata.to_csv(save_path, index=False) 49 | 50 | 51 | def create_speakers_dataframe(librispeech_dir): 52 | """ Read metadata from the LibriSpeech dataset and collect infos 53 | about the speakers """ 54 | print("Reading speakers metadata") 55 | # Read SPEAKERS.TXT and create a dataframe 56 | speakers_metadata_path = os.path.join(librispeech_dir, 'SPEAKERS.TXT') 57 | speakers_metadata = pd.read_csv(speakers_metadata_path, sep="|", 58 | skiprows=11, 59 | error_bad_lines=False, header=0, 60 | names=['speaker_ID', 'sex', 'subset', 61 | 'minutes', 'names'], 62 | skipinitialspace=True) 63 | # Drop useless columns 64 | speakers_metadata = speakers_metadata.drop(['minutes', 'names'], axis=1) 65 | # Delete white space 66 | for column in ['sex', 'subset']: 67 | speakers_metadata[column] = speakers_metadata[column].str.strip() 68 | # There is a problem with Speaker_ID = 60 his name contains " | " which is 69 | # the sperator character... Need to handle this case separately 70 | speakers_metadata.loc[len(speakers_metadata)] = [60, 'M', 71 | 'train-clean-100'] 72 | 73 | return speakers_metadata 74 | 75 | 76 | def check_already_generated(md_dir, librispeech_dir): 77 | # If md_dir already exists then check the already generated files 78 | already_generated_csv = os.listdir(md_dir) 79 | # Save the already generated files names 80 | already_generated_csv = [f.strip('.csv') for f in already_generated_csv] 81 | # Possible directories in the original LibriSpeech 82 | original_librispeech_dirs = ['dev-clean', 'dev-other', 'test-clean', 83 | 'test-other', 'train-clean-100', 84 | 'train-clean-360', 'train-other-500'] 85 | # Actual directories extracted in your LibriSpeech version 86 | actual_librispeech_dirs = (set(next(os.walk(librispeech_dir))[1]) & 87 | set(original_librispeech_dirs)) 88 | # Actual directories that haven't already been processed 89 | not_already_processed_directories = list(set(actual_librispeech_dirs) - 90 | set(already_generated_csv)) 91 | return not_already_processed_directories 92 | 93 | 94 | def create_librispeech_dataframe(librispeech_dir, subdir, speakers_md): 95 | """ Generate a dataframe that gather infos about the sound files in a 96 | LibriSpeech subdirectory """ 97 | 98 | print(f"Creating {subdir} metadata file in " 99 | f"{os.path.join(librispeech_dir, 'metadata')}") 100 | # Get the current directory path 101 | dir_path = os.path.join(librispeech_dir, subdir) 102 | # Recursively look for .flac files in current directory 103 | sound_paths = glob.glob(os.path.join(dir_path, '**/*.flac'), 104 | recursive=True) 105 | # Create the dataframe corresponding to this directory 106 | dir_md = pd.DataFrame(columns=['speaker_ID', 'sex', 'subset', 107 | 'length', 'origin_path']) 108 | 109 | # Go through the sound file list 110 | for sound_path in tqdm(sound_paths, total=len(sound_paths)): 111 | # Get the ID of the speaker 112 | spk_id = os.path.split(sound_path)[1].split('-')[0] 113 | # Find Sex according to speaker ID in LibriSpeech metadata 114 | sex = speakers_md[speakers_md['speaker_ID'] == int(spk_id)].iat[0, 1] 115 | # Find subset according to speaker ID in LibriSpeech metadata 116 | subset = speakers_md[speakers_md['speaker_ID'] == int(spk_id)].iat[ 117 | 0, 2] 118 | # Get its length 119 | length = len(sf.SoundFile(sound_path)) 120 | # Get the sound file relative path 121 | rel_path = os.path.relpath(sound_path, librispeech_dir) 122 | # Add information to the dataframe 123 | dir_md.loc[len(dir_md)] = [spk_id, sex, subset, length, rel_path] 124 | return dir_md 125 | 126 | 127 | if __name__ == "__main__": 128 | args = parser.parse_args() 129 | main(args) 130 | -------------------------------------------------------------------------------- /scripts/create_wham_metadata.py: -------------------------------------------------------------------------------- 1 | import os 2 | import argparse 3 | import soundfile as sf 4 | import pandas as pd 5 | import glob 6 | from tqdm import tqdm 7 | # Global parameter 8 | # We will filter out files shorter than that 9 | NUMBER_OF_SECONDS = 3 10 | # In WHAM! all the sources are at 16K Hz 11 | RATE = 16000 12 | 13 | # Command line arguments 14 | parser = argparse.ArgumentParser() 15 | parser.add_argument('--wham_dir', type=str, required=True, 16 | help='Path to wham_noise root directory') 17 | 18 | 19 | def main(args): 20 | wham_noise_dir = args.wham_dir 21 | # Create wham_noise metadata directory 22 | wham_noise_md_dir = os.path.join(wham_noise_dir, 'metadata') 23 | os.makedirs(wham_noise_md_dir, exist_ok=True) 24 | create_wham_noise_metadata(wham_noise_dir, wham_noise_md_dir) 25 | 26 | 27 | def create_wham_noise_metadata(wham_noise_dir, md_dir): 28 | """ Generate metadata corresponding to downloaded data in wham_noise """ 29 | 30 | # Check already generated files 31 | not_already_processed_dir = check_already_generated(md_dir) 32 | # Go through each directory and create associated metadata 33 | for ldir in not_already_processed_dir: 34 | # Generate the dataframe relative to the directory 35 | dir_metadata = create_wham_noise_dataframe(wham_noise_dir, ldir) 36 | # Sort the dataframe according to ascending Length 37 | dir_metadata = dir_metadata.sort_values('length') 38 | # Write the dataframe in a .csv in the metadata directory 39 | if ldir == 'tt': 40 | name = 'test' 41 | elif ldir == 'cv': 42 | name = 'dev' 43 | else: 44 | name = 'train' 45 | # Filter out files that are shorter than 3s 46 | num_samples = NUMBER_OF_SECONDS * RATE 47 | dir_metadata = dir_metadata[ 48 | dir_metadata['length'] >= num_samples] 49 | # Create save path 50 | save_path = os.path.join(md_dir, name + '.csv') 51 | print(f'Medatada file created in {save_path}') 52 | dir_metadata.to_csv(save_path, index=False) 53 | 54 | 55 | def check_already_generated(md_dir): 56 | """ Check if files have already been generated """ 57 | # Get the already generated files 58 | already_generated_csv = os.listdir(md_dir) 59 | # Data directories in wham_noise 60 | wham_noise_dirs = ['cv', 'tr', 'tt'] 61 | # Save the already data directories names 62 | already_processed_dir = [ 63 | f.replace("test", "tt").replace("train", "tr").replace("dev", "cv"). 64 | replace(".csv", "") for f in already_generated_csv] 65 | # Actual directories that haven't already been processed 66 | not_already_processed_dir = list(set(wham_noise_dirs) - 67 | set(already_processed_dir)) 68 | return not_already_processed_dir 69 | 70 | 71 | def create_wham_noise_dataframe(wham_noise_dir, subdir): 72 | """ Generate a dataframe that gather infos about the sound files in a 73 | wham_noise subdirectory """ 74 | 75 | print(f"Processing files from {subdir} dir") 76 | # Get the current directory path 77 | dir_path = os.path.join(wham_noise_dir, subdir) 78 | # Recursively look for .wav files in current directory 79 | sound_paths = glob.glob(os.path.join(dir_path, '**/*.wav'), 80 | recursive=True) 81 | # Create the dataframe corresponding to this directory 82 | dir_md = pd.DataFrame(columns=['noise_ID', 'subset', 'length', 'augmented', 83 | 'origin_path']) 84 | 85 | # Go through the sound file list 86 | for sound_path in tqdm(sound_paths, total=len(sound_paths)): 87 | # Get the ID of the noise file 88 | noise_id = os.path.split(sound_path)[1] 89 | # Get its length 90 | length = len(sf.SoundFile(sound_path)) 91 | augment = False 92 | if 'sp08' in sound_path or 'sp12' in sound_path: 93 | augment = True 94 | # Get the sound file relative path 95 | rel_path = os.path.relpath(sound_path, wham_noise_dir) 96 | # Add information to the dataframe 97 | dir_md.loc[len(dir_md)] = [noise_id, subdir, length, augment, rel_path] 98 | return dir_md 99 | 100 | 101 | if __name__ == "__main__": 102 | args = parser.parse_args() 103 | main(args) 104 | --------------------------------------------------------------------------------