Audio
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temporal Attribution | Audio | I(100)74.3 | 13 | |
| Negative temporal attribution | Audio | Δŷc(2%)-0.25 | 13 | |
| Analysis-synthesis | Audio Industrial | FAD0 | 12 | |
| Audio Compression Quality Assessment | Audio 24kHz | Speech Quality Score94.65 | 12 | |
| Boolean Matrix Factorization Completion | audio missing entries | Objective Value Improvement41 | 9 | |
| Generation Success Rate | Audio suite (test) | Gauss Success Rate75.22 | 6 | |
| Audio Quality Evaluation | Audio Evaluation Set | ESTOI43 | 5 | |
| Density Estimation | Audio Twenty Datasets (test) | Log-LH-39.74 | 4 | |
| Audio Reconstruction Quality | 48 kHz audio (test) | STOI0.996 | 1 |
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