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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 |
|---|---|---|---|---|
| Acoustic-to-Geometry Retrieval | 1 | 1 | Mar 20, 2026 | |
| Topic-based Audio Clustering | 1 | 1 | Feb 19, 2026 | |
| Geometry-to-Acoustic Retrieval | 1 | 1 | Mar 20, 2026 | |
| Speech-to-text reasoning and semantic understanding | 1 | 1 | Feb 19, 2026 | |
| Dialogue Scene Segmentation | 1 | 1 | Feb 18, 2026 | |
| Paralinguistic speech understanding | 1 | 1 | Feb 19, 2026 | |
| Controllable Video-to-Audio Generation | 1 | 1 | Mar 23, 2026 | |
| Controllable Audio Generation | 1 | 1 | Mar 23, 2026 |
| Massive Multi-discipline Audio Understanding | 1 | 3 | Mar 20, 2026 |
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| Joint Noise Reduction and Hearing Loss Compensation | 1 | 1 | Mar 24, 2026 |
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| Speech Decompression | 1 | 1 | Mar 24, 2026 |
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| Audiobook Audio Generation | 1 | 1 | Feb 19, 2026 |
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| Sound speed profile prediction | 1 | 1 | Mar 24, 2026 |
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| Text-independent speaker verification | 1 | 1 | Feb 18, 2026 |
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| Phoneme Discovery | 1 | 1 | Feb 19, 2026 |
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| Audio Restoration | 1 | 1 | Mar 24, 2026 |
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| Within-Speaker ABX | 1 | 1 | Feb 19, 2026 |
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| Constructive Speech Detection | 1 | 1 | Mar 24, 2026 |
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| Speaker-centric multimodal understanding | 1 | 1 | Mar 24, 2026 |
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| Across-Speaker ABX | 1 | 1 | Feb 19, 2026 |
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| SSVEP Recognition | 1 | 1 | Mar 24, 2026 |
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| Lipreading (Sentences) | 1 | 1 | Feb 18, 2026 |
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| Covert Speech Recognition | 1 | 1 | Mar 24, 2026 |
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| Talking Video Generation | 1 | 1 | Mar 24, 2026 |
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| Discrete unit quality evaluation | 1 | 1 | Feb 19, 2026 |
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