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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 |
|---|---|---|---|---|
| Target source extraction | 3 | 1 | Mar 17, 2026 | |
| Automatic Music Transcription | 3 | 3 | Apr 8, 2026 | |
| Context-aware turn-taking | 3 | 1 | Mar 13, 2026 | |
| Audio Jailbreaking | 3 | 2 | May 7, 2026 | |
| ES-to-EN AST | 3 | 1 | Mar 16, 2026 | |
| Negative temporal attribution | 3 | 1 | Feb 21, 2026 | |
| Brain-to-Text Decoding | 3 | 2 | May 19, 2026 | |
| Sign Stitching | 3 | 1 | Mar 12, 2026 | |
| Multi-speaker separation | 3 | 1 |
| Mar 12, 2026 |
| Gesture-to-Speech Synthesis | 3 | 1 | Mar 23, 2026 |
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| Personalized Voice Activity Detection | 3 | 1 | Mar 12, 2026 |
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| iEEG neural decoding | 3 | 1 | Feb 21, 2026 |
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| Speech Processing | 3 | 8 | Jun 30, 2026 |
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| Speech Meaningfulness Evaluation | 3 | 1 | Feb 18, 2026 |
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| Neural Engine Sound Synthesis | 3 | 1 | Mar 11, 2026 |
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| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 |
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| English-accented speech generation | 3 | 1 | Mar 10, 2026 |
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| Speech severity evaluation | 3 | 1 | Mar 10, 2026 |
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| Bowel Sound Classification | 3 | 1 | Mar 10, 2026 |
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| Paralinguistic-aware dialogue | 3 | 1 | Mar 9, 2026 |
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| Identity Recognition | 3 | 2 | Feb 21, 2026 |
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| Speech-to-Speech | 3 | 3 | Jul 7, 2026 |
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| Singing Accompaniment Generation | 3 | 2 | May 6, 2026 |
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| Binary Audio Classification | 3 | 1 | Mar 10, 2026 |
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| Accent Conversion | 3 | 2 | Jun 25, 2026 |
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