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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 |
|---|---|---|---|---|
| Acoustic attribute perception and articulation | 1 | 1 | Apr 29, 2026 | |
| Paralinguistic feature perception and reasoning in conversational context | 1 | 1 | Apr 29, 2026 | |
| Audio paralinguistic understanding | 1 | 1 | Apr 29, 2026 | |
| Audio-Video Joint Generation | 1 | 1 | Apr 29, 2026 | |
| Composite Denoising and Dereverberation | 1 | 1 | Feb 21, 2026 | |
| Music Generation Model Detection | 1 | 1 | Apr 30, 2026 | |
| Audiovisual Classification | 1 | 1 | Feb 18, 2026 | |
| Composite Denoising, Dereverberation, and Bandwidth Extension | 1 | 1 | Feb 21, 2026 | |
| 1 |
| 2 |
| May 19, 2026 |
| Multi-Singer Singing Voice Synthesis | 1 | 1 | Feb 21, 2026 |
|---|
| Perceptual Audio Quality Assessment | 1 | 1 | Apr 30, 2026 |
|---|
| Supervised Event Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Stuttering event detection | 1 | 1 | May 1, 2026 |
|---|
| Co-speech Gesture and Speech Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Audio Reconstruction Quality | 1 | 1 | Feb 21, 2026 |
|---|
| Upcoming stuttering event prediction | 1 | 1 | May 1, 2026 |
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| Video-Audio Understanding | 1 | 1 | May 1, 2026 |
|---|
| Speech Target Extraction | 1 | 1 | May 1, 2026 |
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| Speech-to-Image Retrieval | 1 | 1 | Feb 18, 2026 |
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| Pedal Transcription | 1 | 1 | Feb 18, 2026 |
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| Multimodal Appropriateness | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Target-Speaker ASR | 1 | 1 | May 1, 2026 |
|---|
| Structural Health Acoustic Monitoring | 1 | 1 | May 1, 2026 |
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| Content Separation | 1 | 1 | Feb 21, 2026 |
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| Acoustic Emission Classification | 1 | 1 | May 1, 2026 |
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