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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 |
|---|---|---|---|---|
| Audio Addition | 1 | 1 | Feb 18, 2026 | |
| Music Removal | 1 | 1 | Feb 21, 2026 | |
| Speech-to-Singing Style Transfer | 1 | 1 | Feb 18, 2026 | |
| 1D audio reconstruction | 1 | 1 | Feb 18, 2026 | |
| Audio Edit | 1 | 2 | Apr 14, 2026 | |
| Speech Edit | 1 | 1 | Feb 18, 2026 | |
| Monologue Generation | 1 | 1 | Feb 18, 2026 | |
| speech enhancement (denoising) | 1 | 1 | Feb 18, 2026 | |
| Speech Reasoning and Response Generation | 1 | 1 | Feb 21, 2026 | |
| Pronunciation Assessment |
| 1 |
| 2 |
| Jun 19, 2026 |
| Audiovisual Captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Voice-face verification | 1 | 1 | Feb 21, 2026 |
|---|
| MRI-to-Audio Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Task Children's Speech Analysis | 1 | 1 | Feb 21, 2026 |
|---|
| Passive acoustic mapping | 1 | 1 | Feb 21, 2026 |
|---|
| Cross-Utterance Authentication | 1 | 1 | Feb 21, 2026 |
|---|
| Audio-text classification | 1 | 1 | Feb 18, 2026 |
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| Audio Customization | 1 | 1 | Feb 22, 2026 |
|---|
| Visual-only Speech Recognition | 1 | 7 | Jun 2, 2026 |
|---|
| X-to-English Speech-to-text translation | 1 | 1 | Feb 18, 2026 |
|---|
| Sound Foundation | 1 | 1 | Feb 18, 2026 |
|---|
| Sync audio-video customization | 1 | 1 | Feb 22, 2026 |
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| Speech Chat | 1 | 1 | Feb 18, 2026 |
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| Acoustic Parameter Estimation | 1 | 1 | Feb 22, 2026 |
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| Video Speech Recognition | 1 | 1 | Feb 18, 2026 |
|---|