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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 |
|---|---|---|---|---|
| ISP vs SR decoding | 3 | 1 | Feb 19, 2026 | |
| Speech-Preserving Facial Expression Manipulation | 3 | 1 | Feb 20, 2026 | |
| Urban Sound Classification | 3 | 8 | Jun 26, 2026 | |
| Speech to gesture translation | 3 | 1 | Feb 18, 2026 | |
| English-accented speech generation | 3 | 1 | Mar 10, 2026 | |
| Speech severity evaluation | 3 | 1 | Mar 10, 2026 | |
| Identity Recognition | 3 | 2 | Feb 21, 2026 | |
| Text-to-speech generation | 3 | 4 | Jun 4, 2026 | |
| Binary Audio Classification | 3 | 1 |
| Mar 10, 2026 |
| Audio referred image grounding | 3 | 1 | Feb 18, 2026 |
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| Paralinguistic-aware dialogue | 3 | 1 | Mar 9, 2026 |
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| Accent Conversion | 3 | 2 | Jun 25, 2026 |
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| Automatic Drum Transcription | 3 | 1 | Mar 6, 2026 |
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| Audio-visual Zero-Shot Classification | 3 | 4 | Feb 27, 2026 |
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| Speech-to-Speech | 3 | 3 | Jul 7, 2026 |
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| Generative Speech Watermarking | 3 | 1 | Feb 19, 2026 |
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| Emotional Attribute Prediction | 3 | 1 | Feb 18, 2026 |
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| Visually-assisted audio denoising | 3 | 1 | Feb 18, 2026 |
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| Sound Source Localization and Tracking | 3 | 1 | Jul 3, 2026 |
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| Musicality Evaluation | 3 | 2 | Jun 16, 2026 |
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| Music Classification | 3 | 4 | Jun 18, 2026 |
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| Spoken Mathematics Reasoning | 3 | 1 | Mar 17, 2026 |
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| Bowel Sound Classification | 3 | 1 | Mar 10, 2026 |
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| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
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| Speech Editing Detection | 3 | 1 | Feb 21, 2026 |
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