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Models/SCP-CMGAN

SCP-CMGAN

Reported on 6 benchmarks across 1 task · 1 paper · 4 SOTA

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

Audio6 results

Speech EnhancementonVoiceBank + DEMAND
CBAK· 2022-10-26
3.97
best: 3.99 (MP-SENet)
SOTA
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474
Speech EnhancementonVoiceBank + DEMAND
COVL· 2022-10-26
4.25
best: 4.4 (Mamba-SEUNet L (+PCS))
SOTA
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474
Speech EnhancementonVoiceBank + DEMAND
CSIG· 2022-10-26
4.75
best: 4.82 (Mamba-SEUNet L (+PCS))
SOTA
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474
Speech EnhancementonVoiceBank + DEMAND
PESQ (wb)· 2022-10-26
3.52
best: 3.99 (ROSE-CD(PESQ))
SOTA
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474
Speech EnhancementonVoiceBank + DEMAND
SSNR· 2022-10-26
10.82
best: 11.1 (CMGAN)
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474
Speech EnhancementonVoiceBank + DEMAND
STOI· 2022-10-26
96
best: 96.22 (ZipEnhancer (S, \lamba_6 = 0.2))
SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks arXiv:2210.14474