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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 |
|---|---|---|---|---|
| Pitch Classification | 1 | 1 | Feb 18, 2026 | |
| CSL to ASL Sign-to-Sign Translation | 1 | 1 | May 21, 2026 | |
| CSL to DGS Sign-to-Sign Translation | 1 | 1 | May 21, 2026 | |
| DGS to ASL Sign-to-Sign Translation | 1 | 1 | May 21, 2026 | |
| DGS to CSL Sign-to-Sign Translation | 1 | 1 | May 21, 2026 | |
| Autoregressive audio (AAR) | 1 | 1 | May 21, 2026 | |
| Audio Identification | 1 | 1 | Feb 21, 2026 | |
| Seizure Semiology Recognition | 1 | 1 | May 22, 2026 | |
| TTS Editing | 1 | 1 |
| Feb 21, 2026 |
| Fine-grained audio-visual video understanding | 1 | 2 | Jun 23, 2026 |
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| Audio Perceptual Quality Assessment | 1 | 1 | May 25, 2026 |
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| Audio Watermark Attribution | 1 | 1 | May 25, 2026 |
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| Sound Target Segmentation | 1 | 1 | Feb 18, 2026 |
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| Audio Classification/Retrieval | 1 | 1 | Feb 21, 2026 |
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| Background Speech Detection | 1 | 1 | May 25, 2026 |
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| Multi-dialect classification | 1 | 1 | May 25, 2026 |
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| fine-grained speech quality scoring | 1 | 1 | May 25, 2026 |
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| Cross-lingual speech generation | 1 | 2 | Apr 20, 2026 |
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| multi-turn dialogue speech evaluation | 1 | 1 | May 25, 2026 |
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| Temporal Sound Event Detection | 1 | 1 | May 25, 2026 |
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| Dialogue Emotion Recognition | 1 | 1 | Feb 18, 2026 |
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| Mean Opinion Score | 1 | 1 | May 25, 2026 |
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| Multilingual Speech Generation | 1 | 2 | Apr 20, 2026 |
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| Background Speech | 1 | 1 | May 26, 2026 |
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| Noise-robust Audio Reasoning | 1 | 1 | May 26, 2026 |
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