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Models/Deformable TCN + Shared Weights + Dynamic Mixing

Deformable TCN + Shared Weights + Dynamic Mixing

Reported on 8 benchmarks across 1 task · 1 paper

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

Speech8 results

  • Speech SeparationonWHAMR!
    MACs (G)· 2022-10-27
    3.7
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWHAMR!
    Number of parameters (M)· 2022-10-27
    1.3
    best: 15 (TF-Locoformer (M))
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWHAMR!
    SDRi· 2022-10-27
    9.5
    best: 16.9 (TF-Locoformer (M))
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWHAMR!
    SI-SDRi· 2022-10-27
    10.1
    best: 18.5 (TF-Locoformer (M))
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWSJ0-2mix
    MACs (G)· 2022-10-27
    3.7
    best: 155.5 (SepReformer-L)
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWSJ0-2mix
    Number of parameters (M)· 2022-10-27
    1.3
    best: 59.4 (SepReformer-L)
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWSJ0-2mix
    SDRi· 2022-10-27
    16.3
    best: 25.2 (TF-Locoformer (L) + DM)
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305
  • Speech SeparationonWSJ0-2mix
    SI-SDRi· 2022-10-27
    16.1
    best: 25.1 (TF-Locoformer (L) + DM)
    Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech SeparationarXiv:2210.15305