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Models/ROSE-CD

ROSE-CD

Reported on 16 benchmarks across 1 task · 1 paper · 8 SOTA

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

Audio16 results

  • Speech EnhancementonVoiceBank + DEMAND
    ESTOI· 2025-07-08
    0.87
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    SI-SDR· 2025-07-08
    17.8
    best: 19.96 (ZipEnhancer (S, \lamba_6 = 0.2))
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    DNSMOS· 2025-07-08
    3.48
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    DNSMOS BAK· 2025-07-08
    4.34
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    DNSMOS OVRL· 2025-07-08
    3.7
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    DNSMOS SIG· 2025-07-08
    4.02
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    ESTOI· 2025-07-08
    0.87
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    SI-SDR· 2025-07-08
    17.8
    SOTA
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    CBAK· 2025-07-08
    3.33
    best: 3.99 (MP-SENet)
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    COVL· 2025-07-08
    4.04
    best: 4.4 (Mamba-SEUNet L (+PCS))
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    CSIG· 2025-07-08
    4.523
    best: 4.82 (Mamba-SEUNet L (+PCS))
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    PESQ (wb)· 2025-07-08
    3.49
    best: 3.99 (ROSE-CD(PESQ))
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    Para. (M)· 2025-07-08
    65
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    SSNR· 2025-07-08
    3.34
    best: 11.1 (CMGAN)
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank + DEMAND
    STOI· 2025-07-08
    94.73
    best: 96.22 (ZipEnhancer (S, \lamba_6 = 0.2))
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688
  • Speech EnhancementonVoiceBank+DEMAND
    PESQ· 2025-07-08
    3.49
    best: 3.99 (rose_cd(PESQ ))
    Robust One-step Speech Enhancement via Consistency DistillationarXiv:2507.05688