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ResearchFormerly WizWand

Speech Separation on WHAMR! 2-speaker (test)

17.3SI-SNRiTF-GridNet (L)
7.9410.3712.815.23Jul 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
TF-GridNet (L)# Params (M)=14.4, GMAC/s (G/s)=231.1, Model scale=L2025.0717.315.8
SepReformer (L) + DM# Params (M)=55.3, GMAC/s (G/s)=155.5, Model scale=L, dynamic mixing (+DM)=true2025.0717.216
MossFormer2 + DM# Params (M)=55.7, GMAC/s (G/s)=84.2, dynamic mixing (+DM)=true2025.0717—
MossFormer (L) + DM# Params (M)=42.1, GMAC/s (G/s)=70.4, Model scale=L, dynamic mixing (+DM)=true2025.0716.3—
PRESS-12 @ 12 (M) + FT# Params (M)=22.4, GMAC/s (G/s)=79.7, Model scale=M, Exit point=12, finetuned (+FT)=true2025.0715.6714.43
PRESS-12 @ 8 (M) + FT# Params (M)=15.6, GMAC/s (G/s)=54.4, Model scale=M, Exit point=8, finetuned (+FT)=true2025.0715.6114.38
PRESS-4 @ 4 (S) + FT# Params (M)=3.4, GMAC/s (G/s)=11.3, Model scale=S, Exit point=4, finetuned (+FT)=true2025.0715.1313.92
PRESS-12 @ 4 (M) + FT# Params (M)=8.7, GMAC/s (G/s)=29.1, Model scale=M, Exit point=4, finetuned (+FT)=true2025.0714.9113.73
PRESS-12 @ 12 (M)# Params (M)=22.4, GMAC/s (G/s)=79.7, Model scale=M, Exit point=122025.0714.6913.47
PRESS-12 @ 8 (M)# Params (M)=15.6, GMAC/s (G/s)=54.4, Model scale=M, Exit point=82025.0714.6713.45
PRESS-4 @ 4 (S)# Params (M)=3.4, GMAC/s (G/s)=11.3, Model scale=S, Exit point=42025.0714.5413.37
PRESS-12 @ 4 (M)# Params (M)=8.7, GMAC/s (G/s)=29.1, Model scale=M, Exit point=42025.0714.2413.09
SepFormer# Params (M)=26.0, GMAC/s (G/s)=86.92025.0714—
SepFormer + DM# Params (M)=26.0, GMAC/s (G/s)=86.9, dynamic mixing (+DM)=true2025.071413
DualPathRNN# Params (M)=2.6, GMAC/s (G/s)=42.52025.0710.3—
Conv-TasNet# Params (M)=5.1, GMAC/s (G/s)=10.52025.078.3—