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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 |
|---|---|---|---|---|
| Emotion Distribution Estimation | 2 | 1 | Feb 18, 2026 | |
| Segment-level Video-to-Music Retrieval | 2 | 1 | Feb 18, 2026 | |
| Vocals-to-song | 2 | 1 | Feb 18, 2026 | |
| Lyrics-to-song | 2 | 1 | Feb 18, 2026 | |
| Segment-level Music-to-Video Retrieval | 2 | 1 | Feb 18, 2026 | |
| Cued Speech-to-Speech Synthesis | 2 | 1 | Mar 4, 2026 | |
| Speech-driven talking face generation | 2 | 1 | Mar 4, 2026 | |
| Multi-level Singing Style Control | 2 | 1 | Feb 18, 2026 | |
| Speech-to-Portrait |
| 2 |
| 1 |
| Mar 4, 2026 |
| Speech Emotion Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Continual audio-visual sound separation | 2 | 1 | Feb 18, 2026 |
|---|
| System naturalness prediction | 2 | 1 | Mar 4, 2026 |
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| Speech prediction | 2 | 2 | Feb 18, 2026 |
|---|
| Multiple-choice Audio Question Answering | 2 | 1 | Feb 18, 2026 |
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| Medical transcription post-processing | 2 | 1 | Mar 4, 2026 |
|---|
| Text transcription | 2 | 1 | Mar 4, 2026 |
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| Speech-to-text Transcription | 2 | 1 | Mar 4, 2026 |
|---|
| English Transcription | 2 | 1 | Feb 18, 2026 |
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| Audio QA | 2 | 1 | Feb 25, 2026 |
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| Soundscape-to-image generation | 2 | 1 | Mar 4, 2026 |
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| Binaural Target Speech Extraction | 2 | 1 | Feb 25, 2026 |
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| Subjective Audio Quality Assessment | 2 | 2 | Jun 30, 2026 |
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| Speech Toxicity | 2 | 1 | Feb 18, 2026 |
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| Voice Classification | 2 | 1 | Feb 24, 2026 |
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| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 |
|---|