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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 |
|---|---|---|---|---|
| Pitch Recognition | 3 | 1 | Feb 18, 2026 | |
| Context-aware turn-taking | 3 | 1 | Mar 13, 2026 | |
| Audio-Text Alignment | 3 | 2 | Feb 19, 2026 | |
| Target source extraction | 3 | 1 | Mar 17, 2026 | |
| ES-to-EN AST | 3 | 1 | Mar 16, 2026 | |
| Music Source Restoration | 3 | 5 | Jun 24, 2026 | |
| Sound Localization | 3 | 2 | Feb 18, 2026 | |
| Acoustic field reconstruction | 3 | 2 | Jun 16, 2026 | |
| Personalized Voice Activity Detection | 3 | 1 | Mar 12, 2026 | |
| Movie Audio Description generation |
| 3 |
| 3 |
| Feb 18, 2026 |
| Multi-speaker separation | 3 | 1 | Mar 12, 2026 |
|---|
| Audio-Visual Event Localization | 3 | 15 | Jun 8, 2026 |
|---|
| Sign Stitching | 3 | 1 | Mar 12, 2026 |
|---|
| Neural Engine Sound Synthesis | 3 | 1 | Mar 11, 2026 |
|---|
| Text-to-sound generation | 3 | 2 | Feb 18, 2026 |
|---|
| Speech severity evaluation | 3 | 1 | Mar 10, 2026 |
|---|
| Bowel Sound Classification | 3 | 1 | Mar 10, 2026 |
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| English-accented speech generation | 3 | 1 | Mar 10, 2026 |
|---|
| Rhythm Classification | 3 | 3 | Mar 31, 2026 |
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| Murmur detection | 3 | 1 | Feb 18, 2026 |
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| Timestamp Prediction | 3 | 2 | Jun 17, 2026 |
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| Emotion Recognition in Conversations | 3 | 3 | Feb 22, 2026 |
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| Audio-to-Image Generation | 3 | 2 | Jun 16, 2026 |
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| Audio-to-Text Generation | 3 | 2 | Jun 16, 2026 |
|---|
| Lipreading | 3 | 2 | Feb 18, 2026 |
|---|