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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 |
|---|---|---|---|---|
| Spoken Mathematics Reasoning | 3 | 1 | Mar 17, 2026 | |
| User Backchannel | 3 | 2 | May 26, 2026 | |
| Brain-to-Text Decoding | 3 | 2 | May 19, 2026 | |
| Audio Jailbreaking | 3 | 2 | May 7, 2026 | |
| Target source extraction | 3 | 1 | Mar 17, 2026 | |
| ES-to-EN AST | 3 | 1 | Mar 16, 2026 | |
| Bioacoustic Classification | 3 | 2 | May 15, 2026 | |
| Phone Classification | 3 | 2 | Feb 21, 2026 | |
| Sign Stitching | 3 | 1 | Mar 12, 2026 | |
| Multi-speaker separation |
|---|
| 3 |
| 1 |
| Mar 12, 2026 |
| Personalized Voice Activity Detection | 3 | 1 | Mar 12, 2026 |
|---|
| Phone boundary detection | 3 | 2 | Mar 19, 2026 |
|---|
| Role-Play Text-to-Speech | 3 | 1 | Feb 21, 2026 |
|---|
| Acoustic field reconstruction | 3 | 2 | Jun 16, 2026 |
|---|
| Neural Engine Sound Synthesis | 3 | 1 | Mar 11, 2026 |
|---|
| Sound Field Interpolation | 3 | 2 | Jun 9, 2026 |
|---|
| Acoustic unit discovery | 3 | 2 | Feb 18, 2026 |
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| English-accented speech generation | 3 | 1 | Mar 10, 2026 |
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| Pathological Classification | 3 | 2 | Mar 17, 2026 |
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| Pitch Recognition | 3 | 1 | Feb 18, 2026 |
|---|
| Context-aware turn-taking | 3 | 1 | Mar 13, 2026 |
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| Music Source Restoration | 3 | 5 | Jun 24, 2026 |
|---|
| Audio-Text Alignment | 3 | 2 | Feb 19, 2026 |
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| Sound Localization | 3 | 2 | Feb 18, 2026 |
|---|
| Rhythm Classification | 3 | 3 | Mar 31, 2026 |
|---|