Speech Separation on Libri3Mix 460 hours (evaluation)
91.25STOIUME ASR init. (0.33, 0.33, 0.34)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UME ASR init. (0.33, 0.33, 0.34)Training set=LibriMix (460 hours), mixclean=speech + noise, RWSE=true, ASR initialization=true, weights (λasr, λdiar, λsep)=(0.33, 0.33, 0.34)2025.08 | 91.25 | 13.07 | 12.58 | |
| UME ASR init. (0.33, 0.33, 0.34)Training set=LibriMix (460 hours), mixboth=speech + noise, RWSE=true, ASR initialization=true, weights (λasr, λdiar, λsep)=(0.33, 0.33, 0.34)2025.08 | 86.71 | 10.79 | 10.18 | |
| UME + ASR init.Training set=LibriMix (460 hours), mixboth=speech + noise, weighted sum=true, ASR initialization=true2025.08 | 86.48 | 10.69 | 10.07 | |
| UME (λsep = 1.0)Training set=LibriMix (460 hours), mixboth=speech + noise, weighted sum=false, weights (λasr, λdiar, λsep)=(0.0, 0.0, 1.0)2025.08 | 85.31 | 10.16 | 9.53 |