Speech Enhancement on WSJ0–QUT (test)
12.63SI-SDRConv-TasNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Conv-TasNetunsupervised=false, generative=false, training_condition=matched2026.01 | 12.63 | 29.88 | 12.75 | 2.86 | 0.83 | 4.18 | |
| SGMSE+unsupervised=false, generative=true, training_condition=matched2026.01 | 8.53 | 24.65 | 8.72 | 2.61 | 0.76 | 4.05 | |
| ParaDiffUSE-ENunsupervised=true, generative=true, training_condition=matched2026.01 | 8.49 | 21.54 | 8.9 | 2.61 | 0.73 | 3.91 | |
| RVAEunsupervised=true, generative=true, training_condition=matched2026.01 | 6.22 | 14.18 | 7.7 | 2.33 | 0.64 | 3.24 | |
| Conv-TasNetunsupervised=false, generative=false, training_condition=mismatched2026.01 | 5.83 | 17.07 | 6.36 | 2.21 | 0.63 | 3.47 | |
| DiffUSEENunsupervised=true, generative=true, training_condition=matched2026.01 | 5.37 | 9.69 | 7.97 | 2.33 | 0.67 | 3.84 | |
| RVAEunsupervised=true, generative=true, training_condition=mismatched2026.01 | 4.98 | 11.66 | 6.75 | 2.17 | 0.59 | 2.92 | |
| DiffUSEENunsupervised=true, generative=true, training_condition=mismatched2026.01 | 4.59 | 11.79 | 6.15 | 2.31 | 0.64 | 3.87 | |
| UDiffSEunsupervised=true, generative=true, training_condition=matched2026.01 | 4.35 | 9.63 | 6.24 | 2.2 | 0.61 | 3.71 | |
| RemixITunsupervised=true, generative=false, training_condition=matched2026.01 | 4.14 | 22.45 | 4.32 | 2.21 | 0.68 | 3.87 | |
| ParaDiffUSE-ENunsupervised=true, generative=true, training_condition=mismatched2026.01 | 3.65 | 11.34 | 4.93 | 2.17 | 0.6 | 3.75 | |
| DEPSE-TLunsupervised=true, generative=true, training_condition=matched2026.01 | 3.53 | 5.72 | 8.05 | 2.17 | 0.61 | 3.62 | |
| RemixITunsupervised=true, generative=false, training_condition=mismatched2026.01 | 3.35 | 19.88 | 3.62 | 2.13 | 0.65 | 3.66 | |
| DEPSE-ILunsupervised=true, generative=true, training_condition=matched2026.01 | 3.25 | 9.63 | 4.85 | 2.2 | 0.59 | 3.66 | |
| UDiffSE+unsupervised=true, generative=true, training_condition=matched2026.01 | 3.24 | 12.14 | 4.23 | 2.21 | 0.58 | 3.58 | |
| SGMSE+unsupervised=false, generative=true, training_condition=mismatched2026.01 | 3.02 | 12.79 | 3.86 | 2.08 | 0.61 | 3.94 | |
| DEPSE-TLunsupervised=true, generative=true, training_condition=mismatched2026.01 | 2.66 | 5.96 | 6.07 | 2.16 | 0.59 | 3.6 | |
| ParaDiffUSE-INunsupervised=true, generative=true, training_condition=matched2026.01 | 2.02 | 4.86 | 6.42 | 2.16 | 0.56 | 3.38 | |
| UDiffSEunsupervised=true, generative=true, training_condition=mismatched2026.01 | 1.66 | 8.51 | 3.14 | 2.1 | 0.56 | 3.55 | |
| DEPSE-ILunsupervised=true, generative=true, training_condition=mismatched2026.01 | 0.24 | 6.63 | 1.91 | 2.06 | 0.53 | 3.52 | |
| UDiffSE+unsupervised=true, generative=true, training_condition=mismatched2026.01 | 0.06 | 8.72 | 1.21 | 2.05 | 0.52 | 3.39 | |
| ParaDiffUSE-INunsupervised=true, generative=true, training_condition=mismatched2026.01 | -0.39 | 3.18 | 2.78 | 1.98 | 0.5 | 3.36 | |
| Inputtraining_condition=matched2026.01 | -2.6 | -2.6 | 46.66 | 1.83 | 0.5 | 3.13 |