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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 Time-Stretching | 2 | 1 | Feb 22, 2026 | |
| Audio Event Tagging | 2 | 6 | Jun 5, 2026 | |
| Speech-driven talking face generation | 2 | 1 | Mar 4, 2026 | |
| Voice Classification | 2 | 1 | Feb 24, 2026 | |
| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 | |
| EEG-to-Text Retrieval | 2 | 1 | Feb 20, 2026 | |
| Audio-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 | |
| Singing Voice Generation | 2 | 2 | Jun 5, 2026 | |
| Emergent modality binding (au -> te -> vi) |
| 2 |
| 1 |
| Feb 20, 2026 |
| Emergent modality binding (vi -> te -> au) | 2 | 1 | Feb 20, 2026 |
|---|
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 |
|---|
| Cross-modal retrieval (Audio) | 2 | 1 | Feb 21, 2026 |
|---|
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
|---|
| Sound field rendering | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
|---|
| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
|---|
| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
|---|
| Adding | 2 | 2 | Jun 16, 2026 |
|---|
| Speech/Non-Speech Classification | 2 | 1 | Feb 21, 2026 |
|---|
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Respiratory sound 4-class classification | 2 | 1 | Feb 18, 2026 |
|---|
| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
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| Replacement | 2 | 2 | Jun 16, 2026 |
|---|
| 4-class respiratory sound classification | 2 | 4 | Jun 11, 2026 |
|---|