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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 |
|---|---|---|---|---|
| Text transcription | 2 | 1 | Mar 4, 2026 | |
| Soundscape-to-image generation | 2 | 1 | Mar 4, 2026 | |
| Audio QA | 2 | 1 | Feb 25, 2026 | |
| Zero-shot Audio Classification Explanation | 2 | 1 | Feb 18, 2026 | |
| Speech-to-Portrait | 2 | 1 | Mar 4, 2026 | |
| Scene-based Audio Classification | 2 | 1 | Feb 18, 2026 | |
| Acoustic Highlighting | 2 | 2 | Feb 21, 2026 | |
| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 | |
| Speech-driven gesture synthesis |
| 2 |
| 1 |
| Feb 22, 2026 |
| Speech-to-English Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Voice Classification | 2 | 1 | Feb 24, 2026 |
|---|
| Artwork-to-Music Generation | 2 | 1 | Feb 22, 2026 |
|---|
| ASV Spoofing Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Audio Time-Stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Time-stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Binaural Target Speech Extraction | 2 | 1 | Feb 25, 2026 |
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| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 |
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| Multi-speaker speech recognition | 2 | 1 | Feb 18, 2026 |
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| Binaural Audio Generation | 2 | 2 | Feb 19, 2026 |
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| Audio-Video reconstruction | 2 | 1 | Feb 18, 2026 |
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| Sound Event Recognition | 2 | 3 | Jun 15, 2026 |
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| Video-to-audio generation (V2A) | 2 | 1 | Feb 18, 2026 |
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| Spoken Digit Recognition | 2 | 3 | Feb 21, 2026 |
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| 35-way Speech Classification | 2 | 2 | Feb 27, 2026 |
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| Animal sound recognition | 2 | 1 | Feb 18, 2026 |
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