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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 |
|---|---|---|---|---|
| User Backchannel | 3 | 2 | May 26, 2026 | |
| Audio Jailbreaking | 3 | 2 | May 7, 2026 | |
| Arousal Regression | 3 | 2 | Apr 10, 2026 | |
| Audio-visual event recognition | 3 | 5 | Jun 11, 2026 | |
| Multi-speaker separation | 3 | 1 | Mar 12, 2026 | |
| Personalized Voice Activity Detection | 3 | 1 | Mar 12, 2026 | |
| Sign Stitching | 3 | 1 | Mar 12, 2026 | |
| Cross-modal verification | 3 | 3 | Feb 21, 2026 | |
| Audio-visual speech separation and enhancement |
| 3 |
| 2 |
| Feb 18, 2026 |
| Audio Cover Song Identification | 3 | 1 | Feb 18, 2026 |
|---|
| Word Recognition | 3 | 4 | May 26, 2026 |
|---|
| Neural Engine Sound Synthesis | 3 | 1 | Mar 11, 2026 |
|---|
| English-accented speech generation | 3 | 1 | Mar 10, 2026 |
|---|
| Automatic Music Transcription | 3 | 3 | Apr 8, 2026 |
|---|
| Bowel Sound Classification | 3 | 1 | Mar 10, 2026 |
|---|
| Binary Audio Classification | 3 | 1 | Mar 10, 2026 |
|---|
| Negative temporal attribution | 3 | 1 | Feb 21, 2026 |
|---|
| Speech severity evaluation | 3 | 1 | Mar 10, 2026 |
|---|
| Paralinguistic-aware dialogue | 3 | 1 | Mar 9, 2026 |
|---|
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
|---|
| Identity Recognition | 3 | 2 | Feb 21, 2026 |
|---|
| Speech Processing | 3 | 8 | Jun 30, 2026 |
|---|
| Speech Meaningfulness Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Automatic Drum Transcription | 3 | 1 | Mar 6, 2026 |
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| Generative Speech Watermarking | 3 | 1 | Feb 19, 2026 |
|---|