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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 |
|---|---|---|---|---|
| Environmental audio classification | 1 | 1 | May 11, 2026 | |
| Disentanglement (Pitch augmentation) | 1 | 1 | Feb 18, 2026 | |
| Bangla Long-Form Automatic Speech Recognition | 1 | 1 | May 12, 2026 | |
| Pitch Linearity Evaluation | 1 | 1 | Feb 18, 2026 | |
| Audio Embedding Evaluation | 1 | 1 | May 12, 2026 | |
| Beamforming | 1 | 1 | May 12, 2026 | |
| Time-scale modification | 1 | 1 | Feb 18, 2026 | |
| Text-and-Image to Audio-Visual Generation | 1 | 1 | May 12, 2026 | |
| Text to Audio-Visual Generation |
| 1 |
| 1 |
| May 12, 2026 |
| Spoken Multi-choice Question Answering | 1 | 1 | May 12, 2026 |
|---|
| Speech Expressiveness Appropriateness Assessment | 1 | 1 | May 12, 2026 |
|---|
| Singing Voice Separation (Vocals) | 1 | 1 | Feb 18, 2026 |
|---|
| Pitch Shift | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Hallucination Evaluation | 1 | 1 | May 12, 2026 |
|---|
| P300 signal classification | 1 | 1 | May 12, 2026 |
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| Audio Decoding | 1 | 1 | May 12, 2026 |
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| Personalized Speech-Script Generation | 1 | 1 | May 12, 2026 |
|---|
| Music Repetition Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Voiced/Unvoiced Detection | 1 | 1 | Feb 21, 2026 |
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| Paralinguistics | 1 | 1 | May 12, 2026 |
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| Speaker & Language | 1 | 1 | May 12, 2026 |
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| Hearing Disorder | 1 | 1 | May 12, 2026 |
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| Scene-aware visually driven speech synthesis | 1 | 1 | Feb 21, 2026 |
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| Instrument Onset Detection | 1 | 1 | May 13, 2026 |
|---|
| Singing Voice Separation (Accompaniment) | 1 | 1 | Feb 18, 2026 |
|---|