SEMamba

Reported on 5 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.

Audio5 results

Speech EnhancementonVB-DemandEx
ESTOI· 2025-07-01
0.8
best: 0.801 (MambAttention)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement arXiv:2507.00966
Speech EnhancementonVB-DemandEx
Number of parameters (M)· 2025-07-01
2.25
best: 2.33 (MambAttention)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement arXiv:2507.00966
Speech EnhancementonVB-DemandEx
PESQ (wb)· 2025-07-01
3.002
best: 3.026 (MambAttention)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement arXiv:2507.00966
Speech EnhancementonVB-DemandEx
SI-SDR· 2025-07-01
16.593
best: 16.684 (MambAttention)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement arXiv:2507.00966
Speech EnhancementonVB-DemandEx
SSNR· 2025-07-01
7.59
best: 7.933 (xLSTM-SENet)
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement arXiv:2507.00966