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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 |
|---|---|---|---|---|
| Monadic Co-speech Gesture Synthesis | 1 | 1 | Feb 18, 2026 | |
| Cross-modal classification (Audio to Visual) | 1 | 1 | May 13, 2026 | |
| Cross-modal classification (Visual to Audio) | 1 | 1 | May 13, 2026 | |
| Speaker Attribution (Subtask 1) | 1 | 1 | Feb 18, 2026 | |
| Human Speech Generation | 1 | 1 | May 13, 2026 | |
| Speaker Attribution (Subtask 2) | 1 | 1 | Feb 18, 2026 | |
| EEG Interpretation | 1 | 1 | May 14, 2026 | |
| Omnimodal Video-Audio Question Answering | 1 | 1 | May 14, 2026 | |
| Speech Transcription |
| 1 |
| 1 |
| May 14, 2026 |
| Speech Deepfake Localization | 1 | 1 | Feb 21, 2026 |
|---|
| Spoken-language-to-gloss translation | 1 | 1 | May 15, 2026 |
|---|
| Sign Response Generation | 1 | 1 | May 15, 2026 |
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| Audio Vocoding | 1 | 1 | Feb 18, 2026 |
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| Sound Morphing | 1 | 1 | Feb 21, 2026 |
|---|
| Speaker Profiling | 1 | 1 | May 15, 2026 |
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| Environment QA | 1 | 1 | May 15, 2026 |
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| Automated video dubbing | 1 | 1 | May 18, 2026 |
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| 3D Acoustic Field Modeling | 1 | 1 | Feb 18, 2026 |
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| Voice Identity Morphing | 1 | 1 | Feb 21, 2026 |
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| Generative Modeling Efficiency | 1 | 1 | May 18, 2026 |
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| Heel Strike Detection | 1 | 1 | May 18, 2026 |
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| Lexical and syntactic knowledge assessment | 1 | 1 | Feb 21, 2026 |
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| Audio Attribution | 1 | 1 | May 18, 2026 |
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| Spherical Active Speaker Localization | 1 | 1 | Feb 18, 2026 |
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| Sentiment and speaker consistency assessment | 1 | 1 | Feb 21, 2026 |
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