├── DeepKWS ├── __pycache__ │ └── baseline_tdnn_inference.cpython-36.pyc ├── aec │ └── process_aec_wukong ├── baseline_tdnn_aec_bf_all.zip ├── baseline_tdnn_inference.py ├── bf │ ├── conf │ │ ├── fbank_librosa.conf │ │ ├── librosa_stft.conf │ │ ├── mask.conf │ │ ├── srp.conf │ │ └── stft.conf │ ├── egs │ │ └── ASC │ │ │ ├── bf.npy │ │ │ └── sv.npy │ ├── path.sh │ ├── run_ssl_beamforming_ssl_music.sh │ ├── scripts │ │ ├── compute_directional_feats.sh │ │ ├── compute_librosa_fbank.sh │ │ ├── compute_librosa_spectrogram.sh │ │ ├── compute_oracle_mask.sh │ │ ├── compute_spatial_feats.sh │ │ ├── compute_srp_circular.sh │ │ ├── run_adapt_beamformer.sh │ │ ├── run_auxiva.sh │ │ ├── run_cacgmm.sh │ │ ├── run_cgmm.sh │ │ ├── run_ds_beamformer.sh │ │ ├── run_fixed_beamformer.sh │ │ ├── run_gwpe.sh │ │ ├── run_sd_beamformer.sh │ │ ├── run_ssl.sh │ │ ├── run_ssl_music.sh │ │ ├── run_tf_masking.sh │ │ ├── run_vad.sh │ │ └── sptk │ │ │ ├── README.md │ │ │ ├── apply_adaptive_beamformer.py │ │ │ ├── apply_auxiva.py │ │ │ ├── apply_ds_beamformer.py │ │ │ ├── apply_fixed_beamformer.py │ │ │ ├── apply_gwpe.py │ │ │ ├── apply_sd_beamformer.py │ │ │ ├── compute_centroid.py │ │ │ ├── compute_directional_feats.py │ │ │ ├── compute_dpcl_label.py │ │ │ ├── compute_fbank.py │ │ │ ├── compute_mask.py │ │ │ ├── compute_sdr.py │ │ │ ├── compute_si_snr.py │ │ │ ├── compute_similar_score.py │ │ │ ├── compute_spatial_feats.py │ │ │ ├── compute_spectrogram.py │ │ │ ├── compute_srp_circular.py │ │ │ ├── compute_wer.py │ │ │ ├── copy_archive_to_mat.py │ │ │ ├── copy_complex_mat.py │ │ │ ├── copy_mat_to_archive.py │ │ │ ├── do_ssl.py │ │ │ ├── estimate_cacgmm_masks.py │ │ │ ├── estimate_cgmm_masks.py │ │ │ ├── libs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── beamformer.cpython-38.pyc │ │ │ │ ├── data_handler.cpython-36.pyc │ │ │ │ ├── data_handler.cpython-38.pyc │ │ │ │ ├── kaldi_io.cpython-36.pyc │ │ │ │ ├── kaldi_io.cpython-38.pyc │ │ │ │ ├── opts.cpython-36.pyc │ │ │ │ ├── opts.cpython-38.pyc │ │ │ │ ├── scheduler.cpython-36.pyc │ │ │ │ ├── scheduler.cpython-38.pyc │ │ │ │ ├── ssl.cpython-36.pyc │ │ │ │ ├── ssl.cpython-38.pyc │ │ │ │ ├── utils.cpython-36.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── beamformer.py │ │ │ ├── cluster.py │ │ │ ├── data_handler.py │ │ │ ├── exraw.py │ │ │ ├── gwpe.py │ │ │ ├── kaldi_io.py │ │ │ ├── metric.py │ │ │ ├── opts.py │ │ │ ├── sampler.py │ │ │ ├── scheduler.py │ │ │ ├── spatial.py │ │ │ ├── ssl.py │ │ │ └── utils.py │ │ │ ├── oracle_separate.py │ │ │ ├── remove_sil.py │ │ │ ├── rir_generate_1d.py │ │ │ ├── rir_generate_2d.py │ │ │ ├── visualize_angular_spectrum.py │ │ │ ├── visualize_beampattern.py │ │ │ ├── visualize_pca.py │ │ │ ├── visualize_spectrogram.py │ │ │ ├── visualize_tf_matrix.py │ │ │ ├── wav_estimate.py │ │ │ └── wav_separate.py │ ├── steps │ │ ├── archive_wav.sh │ │ ├── compute_masks.sh │ │ ├── compute_stft_stats.sh │ │ ├── extract_segments.sh │ │ ├── mono_mask_enhance.sh │ │ ├── train_dnn_mask.sh │ │ └── train_rnn_mask.sh │ └── utils │ │ ├── filter_scp.pl │ │ ├── parse_options.sh │ │ ├── queue.pl │ │ ├── run.pl │ │ └── split_scp.pl ├── fbank_for_multichannels.py ├── feat_prepare.sh ├── generate_list.py ├── generate_wav_5ch.py ├── input │ ├── text │ └── wav.scp ├── kws_test_ref_tdnn.py ├── python_speech_features │ ├── __init__.py │ ├── __init__.pyc │ ├── __pycache__ │ │ ├── __init__.cpython-35.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── base.cpython-35.pyc │ │ ├── base.cpython-36.pyc │ │ ├── base.cpython-37.pyc │ │ ├── sigproc.cpython-35.pyc │ │ ├── sigproc.cpython-36.pyc │ │ └── sigproc.cpython-37.pyc │ ├── base.py │ ├── base.pyc │ └── sigproc.py ├── run.sh ├── text_filter.py └── wave_prepare.sh ├── Keyword-filler ├── Readme.md ├── aec │ └── process_aec_wukong ├── bf │ ├── conf │ │ ├── fbank_librosa.conf │ │ ├── librosa_stft.conf │ │ ├── mask.conf │ │ ├── srp.conf │ │ └── stft.conf │ ├── egs │ │ └── ASC │ │ │ ├── bf.npy │ │ │ └── sv.npy │ ├── path.sh │ ├── run_ssl_beamforming_ssl_music.sh │ ├── scripts │ │ ├── compute_directional_feats.sh │ │ ├── compute_librosa_fbank.sh │ │ ├── compute_librosa_spectrogram.sh │ │ ├── compute_oracle_mask.sh │ │ ├── compute_spatial_feats.sh │ │ ├── compute_srp_circular.sh │ │ ├── run_adapt_beamformer.sh │ │ ├── run_auxiva.sh │ │ ├── run_cacgmm.sh │ │ ├── run_cgmm.sh │ │ ├── run_ds_beamformer.sh │ │ ├── run_fixed_beamformer.sh │ │ ├── run_gwpe.sh │ │ ├── run_sd_beamformer.sh │ │ ├── run_ssl.sh │ │ ├── run_ssl_music.sh │ │ ├── run_tf_masking.sh │ │ ├── run_vad.sh │ │ └── sptk │ │ │ ├── README.md │ │ │ ├── apply_adaptive_beamformer.py │ │ │ ├── apply_auxiva.py │ │ │ ├── apply_ds_beamformer.py │ │ │ ├── apply_fixed_beamformer.py │ │ │ ├── apply_gwpe.py │ │ │ ├── apply_sd_beamformer.py │ │ │ ├── compute_centroid.py │ │ │ ├── compute_directional_feats.py │ │ │ ├── compute_dpcl_label.py │ │ │ ├── compute_fbank.py │ │ │ ├── compute_mask.py │ │ │ ├── compute_sdr.py │ │ │ ├── compute_si_snr.py │ │ │ ├── compute_similar_score.py │ │ │ ├── compute_spatial_feats.py │ │ │ ├── compute_spectrogram.py │ │ │ ├── compute_srp_circular.py │ │ │ ├── compute_wer.py │ │ │ ├── copy_archive_to_mat.py │ │ │ ├── copy_complex_mat.py │ │ │ ├── copy_mat_to_archive.py │ │ │ ├── do_ssl.py │ │ │ ├── estimate_cacgmm_masks.py │ │ │ ├── estimate_cgmm_masks.py │ │ │ ├── libs │ │ │ ├── __init__.py │ │ │ ├── __pycache__ │ │ │ │ ├── __init__.cpython-36.pyc │ │ │ │ ├── __init__.cpython-38.pyc │ │ │ │ ├── beamformer.cpython-38.pyc │ │ │ │ ├── data_handler.cpython-36.pyc │ │ │ │ ├── data_handler.cpython-38.pyc │ │ │ │ ├── kaldi_io.cpython-36.pyc │ │ │ │ ├── kaldi_io.cpython-38.pyc │ │ │ │ ├── opts.cpython-36.pyc │ │ │ │ ├── opts.cpython-38.pyc │ │ │ │ ├── scheduler.cpython-36.pyc │ │ │ │ ├── scheduler.cpython-38.pyc │ │ │ │ ├── ssl.cpython-36.pyc │ │ │ │ ├── ssl.cpython-38.pyc │ │ │ │ ├── utils.cpython-36.pyc │ │ │ │ └── utils.cpython-38.pyc │ │ │ ├── beamformer.py │ │ │ ├── cluster.py │ │ │ ├── data_handler.py │ │ │ ├── exraw.py │ │ │ ├── gwpe.py │ │ │ ├── kaldi_io.py │ │ │ ├── metric.py │ │ │ ├── opts.py │ │ │ ├── sampler.py │ │ │ ├── scheduler.py │ │ │ ├── spatial.py │ │ │ ├── ssl.py │ │ │ └── utils.py │ │ │ ├── oracle_separate.py │ │ │ ├── remove_sil.py │ │ │ ├── rir_generate_1d.py │ │ │ ├── rir_generate_2d.py │ │ │ ├── visualize_angular_spectrum.py │ │ │ ├── visualize_beampattern.py │ │ │ ├── visualize_pca.py │ │ │ ├── visualize_spectrogram.py │ │ │ ├── visualize_tf_matrix.py │ │ │ ├── wav_estimate.py │ │ │ └── wav_separate.py │ ├── steps │ │ ├── archive_wav.sh │ │ ├── compute_masks.sh │ │ ├── compute_stft_stats.sh │ │ ├── extract_segments.sh │ │ ├── mono_mask_enhance.sh │ │ ├── train_dnn_mask.sh │ │ └── train_rnn_mask.sh │ └── utils │ │ ├── filter_scp.pl │ │ ├── parse_options.sh │ │ ├── queue.pl │ │ ├── run.pl │ │ └── split_scp.pl ├── cmd.sh ├── conf │ └── fbank71.conf ├── exp.zip ├── 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