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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Text Query Sound Separation | 1 | 1 | Feb 22, 2026 | |
| multi-label urban sound tagging | 1 | 1 | Feb 18, 2026 | |
| Audio-Visual Sound Segmentation | 1 | 2 | Mar 4, 2026 | |
| Audio Query Sound Separation | 1 | 1 | Feb 22, 2026 | |
| Speaker Classification | 1 | 1 | Feb 18, 2026 | |
| Audio-referred visual grounding | 1 | 1 | Feb 18, 2026 | |
| Image Query Sound Separation | 1 | 1 | Feb 22, 2026 | |
| Continuous Audio Compression | 1 | 1 | Feb 22, 2026 | |
| Speech Intelligibility Prediction |
| 1 |
| 1 |
| Feb 22, 2026 |
| Syllable discovery | 1 | 1 | Feb 22, 2026 |
|---|
| Foley generation | 1 | 3 | Mar 17, 2026 |
|---|
| Audio-Visual Referential Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Audio Question Answering (Yes/No) | 1 | 1 | Feb 27, 2026 |
|---|
| Spatial Audio Question Answering (Multiple Choice) | 1 | 1 | Feb 27, 2026 |
|---|
| Universal Speech Representation Evaluation | 1 | 4 | Apr 28, 2026 |
|---|
| Multi-source Sound Source Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Audio Question Answering (Open-Ended) | 1 | 1 | Feb 27, 2026 |
|---|
| Error-Related Negativity decoding | 1 | 1 | Feb 18, 2026 |
|---|
| Referential Audio-Visual Segmentation | 1 | 3 | May 15, 2026 |
|---|
| Spatial Audio Question Answering | 1 | 1 | Feb 27, 2026 |
|---|
| Event-audio Classification | 1 | 1 | Feb 22, 2026 |
|---|
| Speech Audio Generation from Dynamic MRI | 1 | 1 | Feb 18, 2026 |
|---|
| Hubness reduction | 1 | 1 | Feb 22, 2026 |
|---|
| Audio-Video Question Answering | 1 | 2 | Feb 18, 2026 |
|---|
| Speech Acoustic Understanding | 1 | 1 | Feb 22, 2026 |
|---|