├── .flake8 ├── .gitattributes ├── .gitignore ├── .pre-commit-config.yaml ├── .style.yapf ├── CMakeLists.txt ├── LICENSE ├── README.md ├── TODO ├── doc ├── README.md ├── adaptive_beamformer │ ├── README.md │ └── asset │ │ ├── egs.wav │ │ ├── gevd-ban.wav │ │ ├── gevd.wav │ │ ├── mask.jpg │ │ ├── mvdr.wav │ │ ├── pmwf-0-eig.wav │ │ ├── pmwf-0-gev.wav │ │ └── pmwf-0.wav ├── data_simu │ ├── README.md │ └── asset │ │ ├── 4ch-rir1.wav │ │ ├── 4ch-rir2.wav │ │ ├── 4ch-rir3.wav │ │ ├── iso.wav │ │ ├── noise.wav │ │ ├── spk1.wav │ │ └── spk2.wav ├── fixed_beamformer │ ├── README.md │ └── asset │ │ ├── ds.wav │ │ ├── egs.wav │ │ └── sd.wav ├── format_transform │ ├── README.md │ └── asset │ │ └── egs.ark ├── ns │ ├── README.md │ └── asset │ │ ├── egs.wav │ │ └── egs_ns.wav ├── rir │ ├── README.md │ └── asset │ │ ├── 1d_Room1.jpg │ │ ├── 1d_Room2.jpg │ │ ├── 1d_rir.json │ │ ├── 2d_Room1.jpg │ │ ├── 2d_Room2.jpg │ │ └── 2d_rir.json ├── spatial_clustering │ ├── README.md │ └── asset │ │ ├── 2spk.jpg │ │ ├── 2spk.wav │ │ ├── noisy.jpg │ │ └── noisy.wav ├── spatial_feature │ ├── README.md │ └── asset │ │ ├── cgmm_mask.jpg │ │ ├── df.jpg │ │ ├── egs.wav │ │ └── ipd_02_04_24.jpg ├── spectral_feature │ ├── README.md │ └── asset │ │ ├── 257dim-log-spectrogram.jpg │ │ ├── 80dim-log-fbank.jpg │ │ └── egs.wav ├── ssl │ ├── README.md │ └── asset │ │ ├── angular_spectrum.jpg │ │ └── egs.wav ├── steer_vector │ ├── README.md │ └── asset │ │ ├── 1d_6mic_sv.npy │ │ ├── 2d_4mic_sv.npy │ │ ├── beam_v1.npy │ │ └── beampattern_v1.png ├── tf_mask │ ├── README.md │ └── asset │ │ ├── clean.wav │ │ ├── enhan.wav │ │ ├── iam-cutoff-2.jpg │ │ ├── ibm.jpg │ │ ├── irm.jpg │ │ ├── noisy.wav │ │ ├── psa.jpg │ │ └── psm-cutoff-2.jpg ├── vad │ ├── README.md │ └── asset │ │ ├── utt.wav │ │ └── utt_vad.wav └── wpe │ ├── README.md │ └── asset │ ├── egs.wav │ ├── mask.jpg │ ├── wpd_egs.wav │ └── wpe_egs.wav ├── include ├── CMakeLists.txt ├── beamformer.cc ├── beamformer.h ├── cblas-cpl-wrappers.h ├── complex-base.h ├── complex-matrix.cc ├── complex-matrix.h ├── complex-vector.cc ├── complex-vector.h ├── rir-generator.cc ├── rir-generator.h ├── srp-phat.cc ├── srp-phat.h ├── stft.cc └── stft.h ├── path.sh ├── requirements.txt ├── scripts ├── compute_circular_srp.sh ├── compute_df_on_mask.sh ├── compute_ipd_and_linear_srp.sh ├── compute_librosa_fbank.sh ├── compute_librosa_spectrogram.sh ├── compute_oracle_mask.sh ├── get_wav_duration.sh ├── run_adapt_beamformer.sh ├── run_auxiva.sh ├── run_cacgmm.sh ├── run_cgmm.sh ├── run_ds_beamformer.sh ├── run_fixed_beamformer.sh ├── run_sd_beamformer.sh ├── run_ssl.sh ├── run_tf_masking.sh ├── run_vad.sh ├── run_wpe.sh └── sptk │ ├── README.md │ ├── apply_adaptive_beamformer.py │ ├── apply_auxiva.py │ ├── apply_classic_beamformer.py │ ├── apply_ds_beamformer.py │ ├── apply_fixed_beamformer.py │ ├── apply_ns.py │ ├── apply_sd_beamformer.py │ ├── apply_wpd.py │ ├── apply_wpe.py │ ├── compute_centroid.py │ ├── compute_circular_srp.py │ ├── compute_df_on_geometry.py │ ├── compute_df_on_mask.py │ ├── compute_dpcl_label.py │ ├── compute_fbank.py │ ├── compute_ipd_and_linear_srp.py │ ├── compute_mask.py │ ├── compute_sdr.py │ ├── compute_si_snr.py │ ├── compute_similar_score.py │ ├── compute_spectrogram.py │ ├── compute_steer_vector.py │ ├── compute_wer.py │ ├── copy_archive_to_mat.py │ ├── copy_complex_mat.py │ ├── copy_mat_to_archive.py │ ├── do_ssl.py │ ├── do_vad.py │ ├── estimate_cacgmm_masks.py │ ├── estimate_cgmm_masks.py │ ├── libs │ ├── __init__.py │ ├── beamformer.py │ ├── cluster.py │ ├── data_handler.py │ ├── exraw.py │ ├── kaldi_io.py │ ├── metric.py │ ├── ns.py │ ├── opts.py │ ├── sampler.py │ ├── spatial.py │ ├── ssl.py │ ├── utils.py │ └── wpe.py │ ├── oracle_separate.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_duration.py │ ├── wav_estimate.py │ ├── wav_separate.py │ └── wav_simulate.py ├── src ├── CMakeLists.txt ├── apply-cmvn-perutt.cc ├── apply-fixed-beamformer.cc ├── apply-supervised-max-snr.cc ├── apply-supervised-mvdr.cc ├── compute-masks.cc ├── compute-srp-phat.cc ├── compute-stft-stats.cc ├── matrix-scale-elements.cc ├── matrix-scale-rows.cc ├── modify-feats.cc ├── rir-simulate.cc ├── wav-estimate.cc ├── wav-separate.cc └── wav-to-power.cc ├── 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 ├── test ├── CMakeLists.txt ├── test-beamformer.cc ├── test-complex.cc ├── test-srp-phat.cc ├── test-stft.cc └── test_rir_generator.sh └── utils ├── filter_scp.pl ├── parse_options.sh ├── queue.pl ├── run.pl └── split_scp.pl /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/funcwj/setk/HEAD/.flake8 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