├── .gitignore ├── LICENSE ├── Makefile ├── NOTICE ├── README.md ├── conf ├── fbank.conf ├── model │ └── fhvae │ │ ├── gru_1L_256_lat_16_16.cfg │ │ ├── lstm_1L_256_lat_16_16.cfg │ │ ├── lstm_1L_256_lat_32_32.cfg │ │ └── rnn_1L_256_lat_16_16.cfg └── train │ └── fhvae │ ├── e500_p50_lr1e-3_bs256_nbs2000_ad0.cfg │ └── e500_p50_lr1e-3_bs256_nbs2000_ad10.cfg ├── egs ├── aurora4 │ ├── conf │ ├── local │ │ ├── fbank_data_prep.sh │ │ └── spec_data_prep.sh │ ├── path.sh │ ├── qual_conf │ │ ├── repl_denoise.txt │ │ ├── repl_spk.txt │ │ ├── trav_uttid.txt │ │ └── vis_uttid.txt │ ├── run_fhvae.sh │ ├── src │ └── steps └── timit │ ├── conf │ ├── example_spec2wav.py │ ├── local │ ├── fbank_data_prep.sh │ ├── spec_data_prep.sh │ └── timit_raw_data_prep.sh │ ├── path.sh │ ├── qual_conf │ ├── fac.txt │ └── repl_utt.txt │ ├── run_fhvae.sh │ ├── src │ └── steps │ ├── make_dataset_conf.sh │ ├── make_fbank.sh │ ├── make_spec.sh │ ├── make_utt2labels.sh │ └── subset_data_dir_tr_cv_by_utt.sh ├── img ├── 050a050f0_modto_050a050f0.png ├── 050a050f0_modto_22ha01030.png ├── 22ha01030_modto_22ha01030.png ├── 422c020k0_modto_422c020k0.png ├── 422c020l3_modto_422c020k0.png ├── 422c020l3_modto_422c020l3.png ├── fac_aurora4_alpha0.png ├── fac_aurora4_alpha10.png ├── fac_timit_alpha0.png └── fac_timit_alpha10.png ├── path.sh ├── requirements.txt └── src ├── __init__.py ├── datasets ├── __init__.py ├── base_dataset.py ├── dataset_utils.py ├── datasets_loaders.py ├── kaldi_ra_dataset.py ├── label.py └── segment.py ├── libs ├── __init__.py ├── activations.py ├── costs.py └── layers.py ├── models ├── __init__.py ├── base_fhvae.py ├── fc_fhvae.py └── rec_fhvae.py ├── parsers ├── __init__.py ├── dataset_parsers.py ├── model_parsers.py ├── parser_common.py └── train_parsers.py ├── runners ├── __init__.py └── fhvae_runner.py ├── scripts └── run_nips17_fhvae_exp.py ├── tools ├── __init__.py ├── analysis.py ├── audio.py ├── kaldi │ ├── __init__.py │ ├── phn_to_talabel.py │ ├── plot_fac.py │ ├── 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