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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 |
|---|---|---|---|---|
| full-audio music detection | 1 | 1 | Feb 21, 2026 | |
| Multiple Tasks | 1 | 1 | May 27, 2026 | |
| Full-audio Detection | 1 | 1 | Feb 21, 2026 | |
| Multi-label Music Auto-tagging | 1 | 1 | May 28, 2026 | |
| Acoustic Novelty Detection | 1 | 1 | Feb 18, 2026 | |
| Long-form Automatic Speech Recognition | 1 | 1 | May 28, 2026 | |
| Paralinguistic tasks | 1 | 1 | May 28, 2026 | |
| Composite generation | 1 | 1 | May 28, 2026 | |
| Laughter Detection | 1 | 1 | May 28, 2026 | |
| Style-Controllable TTS Generation |
| 1 |
| 1 |
| Feb 21, 2026 |
| Laughter Type Classification | 1 | 1 | May 28, 2026 |
|---|
| Speech Translation Quality Estimation | 1 | 1 | May 28, 2026 |
|---|
| Prosody Sensitivity Evaluation | 1 | 1 | May 28, 2026 |
|---|
| Multi-speaker Automatic Video Dubbing | 1 | 1 | Feb 18, 2026 |
|---|
| Music Temporal Understanding | 1 | 1 | May 29, 2026 |
|---|
| Audio-Video Generation | 1 | 1 | May 29, 2026 |
|---|
| Singing Voice Audio Reconstruction | 1 | 1 | Feb 21, 2026 |
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| Speech-driven video generation | 1 | 1 | May 29, 2026 |
|---|
| Mandarin-English Code-Switching Automatic Speech Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Video Affective Categorization | 1 | 1 | Jun 1, 2026 |
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| Binary Accent Classification | 1 | 1 | Jun 1, 2026 |
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| Video-to-spatial audio generation | 1 | 1 | Jun 1, 2026 |
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| Text-to-spatial audio generation | 1 | 1 | Jun 1, 2026 |
|---|
| Monologue Text-to-Speech | 1 | 1 | Jun 1, 2026 |
|---|
| Sensing Classification | 1 | 1 | Jun 1, 2026 |
|---|