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Models/TF-Locoformer (M)

TF-Locoformer (M)

Reported on 14 benchmarks across 2 tasks · 1 paper · 11 SOTA

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

Speech9 results

  • Speech SeparationonWHAMR!
    Number of parameters (M)· 2024-08-06
    15
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonWHAMR!
    SDRi· 2024-08-06
    16.9
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonWHAMR!
    SI-SDRi· 2024-08-06
    18.5
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonLibri2Mix
    Number of parameters (M)· 2024-08-06
    15
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonLibri2Mix
    SDRi· 2024-08-06
    22.2
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonLibri2Mix
    SI-SDRi· 2024-08-06
    22.1
    best: 22.2 (MossFormer2 (w speed perturb))
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonWSJ0-2mix
    Number of parameters (M)· 2024-08-06
    15
    best: 59.4 (SepReformer-L)
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonWSJ0-2mix
    SDRi· 2024-08-06
    23.8
    best: 25.2 (TF-Locoformer (L) + DM)
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech SeparationonWSJ0-2mix
    SI-SDRi· 2024-08-06
    23.6
    best: 25.1 (TF-Locoformer (L) + DM)
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440

Audio5 results

  • Speech EnhancementonDeep Noise Suppression (DNS) Challenge
    FLOPS (G)· 2024-08-06
    497.24
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech EnhancementonDeep Noise Suppression (DNS) Challenge
    Number of parameters (M)· 2024-08-06
    15
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech EnhancementonDeep Noise Suppression (DNS) Challenge
    PESQ-WB· 2024-08-06
    3.72
    best: 3.81 (ZipEnhancer (M))
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech EnhancementonDeep Noise Suppression (DNS) Challenge
    SI-SDR-WB· 2024-08-06
    23.3
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440
  • Speech EnhancementonDeep Noise Suppression (DNS) Challenge
    STOI· 2024-08-06
    98.8
    SOTA
    TF-Locoformer: Transformer with Local Modeling by Convolution for Speech Separation and EnhancementarXiv:2408.03440