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Models/Conv-TasNet DAE

Conv-TasNet DAE

Reported on 10 benchmarks across 1 task · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio10 results

  • Speech EnhancementonWHAMR_ext
    ESTOI· 2022-04-13
    81
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR_ext
    PESQ· 2022-04-13
    2.46
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR_ext
    SI-SDR· 2022-04-13
    7.07
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR_ext
    SI-SDRi· 2022-04-13
    10.81
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR_ext
    SRMR· 2022-04-13
    9.18
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR!
    ESTOI· 2022-04-13
    93
    best: 93.5 (WD-TCN)
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR!
    PESQ· 2022-04-13
    3.46
    best: 3.5 (WD-TCN)
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR!
    SI-SDR· 2022-04-13
    12.03
    best: 12.26 (WD-TCN)
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR!
    SI-SDRi· 2022-04-13
    7.63
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439
  • Speech EnhancementonWHAMR!
    SRMR· 2022-04-13
    8.7
    best: 8.8 (WD-TCN)
    SOTA
    Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech DereverberationarXiv:2204.06439