DNSMOS results on real-world recordings from ICASSP 2021 DNS Challenge test set. Higher values indicate better performance. (Mixture DNSMOS:2.270).
| Training Data | iDNSMOS | |
|---|---|---|
| Conformer | Libri2Talker | -0.722 |
| Libri2Talker+Noise | -0.534 | |
| Libri2Vox | -0.047 | |
| Libri2Vox+Noise | 0.017 | |
| Libri2Vox & 3-stage (Real + SynVox2) | 0.186 | |
| BLSTM | Libri2Talker | -0.666 |
| Libri2Talker+Noise | -0.421 | |
| Libri2Vox | -0.081 | |
| Libri2Vox+Noise | 0.139 | |
| Libri2Vox & 3-stage (Real + SynVox2) | 0.190 | |
| SpeakerBeam | Libri2Talker | -0.701 |
| Libri2Talker+Noise | -0.542 | |
| Libri2Vox | -0.289 | |
| Libri2Vox+Noise | -0.009 | |
| Libri2Vox & 3-stage (Real + SynVox2) | 0.031 | |
| VoiceFilter | Libri2Talker | -0.739 |
| Libri2Talker+Noise | -0.369 | |
| Libri2Vox | -0.309 | |
| Libri2Vox+Noise | -0.140 | |
| Libri2Vox & 3-stage (Real + SynVox2) | 0.064 |
| Training Data | iDNSMOS | |
|---|---|---|
| Conformer | Libri2Talker | -0.722 |
| Libri2Talker+Noise | -0.534 | |
| Libri2Vox | -0.047 | |
| Libri2Vox+Noise | 0.017 | |
| Libri2Vox & 3-stage (Real + SynVox2) | ||
| BLSTM | Libri2Talker | -0.666 |
| Libri2Talker+Noise | -0.421 | |
| Libri2Vox | -0.081 | |
| Libri2Vox+Noise | 0.139 | |
| Libri2Vox & 3-stage (Real + SynVox2) | ||
| SpeakerBeam | Libri2Talker | -0.701 |
| Libri2Talker+Noise | -0.542 | |
| Libri2Vox | -0.289 | |
| Libri2Vox+Noise | -0.009 | |
| Libri2Vox & 3-stage (Real + SynVox2) | ||
| VoiceFilter | Libri2Talker | -0.739 |
| Libri2Talker+Noise | -0.369 | |
| Libri2Vox | -0.309 | |
| Libri2Vox+Noise | -0.140 | |
| Libri2Vox & 3-stage (Real + SynVox2) |
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