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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 |
|---|---|---|---|---|
| Music-Speech Detection | 1 | 1 | Feb 18, 2026 | |
| Speaker Count | 1 | 1 | Feb 21, 2026 | |
| Singing Voice Deepfake Detection | 1 | 2 | May 19, 2026 | |
| Source Tracing | 1 | 1 | May 4, 2026 | |
| Temporal Issue Localization | 1 | 1 | Feb 21, 2026 | |
| Temporal Music Analysis | 1 | 1 | May 4, 2026 | |
| Speech Content Extraction | 1 | 1 | Feb 21, 2026 | |
| Onset detection | 1 | 1 | May 4, 2026 | |
| Speaker Information Modeling | 1 | 1 | Feb 21, 2026 | |
| Clinical speech monitoring |
| 1 |
| 1 |
| May 6, 2026 |
| Long-Form Speech Understanding | 1 | 1 | Feb 21, 2026 |
|---|
| Agitation prediction | 1 | 1 | May 6, 2026 |
|---|
| Spoken Intelligence Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Speech Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Anger detection | 1 | 1 | May 6, 2026 |
|---|
| Agitation score prediction | 1 | 1 | May 6, 2026 |
|---|
| Text-to-audio infilling | 1 | 1 | Feb 18, 2026 |
|---|
| Speech Spoofing Detection | 1 | 3 | Jun 9, 2026 |
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| Oral automatisms recognition | 1 | 1 | May 6, 2026 |
|---|
| Emotion Prediction in Conversation | 1 | 1 | Feb 18, 2026 |
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| Discrete Speech Reconstruction | 1 | 1 | Feb 21, 2026 |
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| Subjective Human Correlation for Musical Audio Coherence | 1 | 1 | May 6, 2026 |
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| Audio+caption guided speech generation | 1 | 1 | Feb 21, 2026 |
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| Music Textual Alignment | 1 | 1 | May 7, 2026 |
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| Song Emotion Recognition | 1 | 1 | Feb 18, 2026 |
|---|