MUSDB
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Music Source Separation | MUSDB18 (test) | SDR (Bass)7.12 | 69 | |
| Music Source Separation | MUSDB18 HQ (test) | SDR (Drums)11.23 | 48 | |
| Music Source Separation | MUSDB18 HQ | Vocals Score10.83 | 21 | |
| Waveform Generation | MUSDB18 out-of-distribution vocal samples HQ (test) | M-STFT0.8623 | 19 | |
| Singing Voice Source Separation | MUSDB (test) | Vocals SDR4.6 | 11 | |
| Audio Source Separation | MUSDB18 SiSEC 2018 (test) | Vocals Score7.24 | 10 | |
| Music Source Separation | MusDB | SDR (All)8.22 | 9 | |
| Neural Audio Compression | MUSDB18 (test) | FAD130.783 | 8 | |
| Multi-instrument source separation | MUSDB18 SiSEC (test) | Vocals SDR3.46 | 8 | |
| Singing Voice Separation (Accompaniment) | MUSDB SiSec 2018 (test) | Median SDR10.69 | 8 | |
| Singing Voice Separation (Vocals) | MUSDB SiSec 2018 (test) | Median SDR4.58 | 8 | |
| Audio Reconstruction | MUSDB18-HQ (test) | Mel Loss0.5035 | 7 | |
| Audio Super-Resolution | MusDB 11.025-44.1 kHz | LSD1.12 | 6 | |
| Source Separation | MUSDB vocal accompaniment (test) | SDR6.5 | 6 | |
| Music Source Separation | MUSDB18 non-HQ (test) | SDR (All Mix)6.79 | 5 | |
| Neural Vocoding | MUSDB18 (out-of-distribution) | Mixture Score4.61 | 4 | |
| Audio synthesis | MUSDB 18 (test) | Metric- | 0 | |
| Multi-instrument source separation | MUSDB | Metric- | 0 |
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