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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 |
|---|---|---|---|---|
| Visual Text-to-Speech | 4 | 2 | Jun 4, 2026 | |
| Text-to-Speech (Text-Only input) | 4 | 1 | Feb 21, 2026 | |
| Binaural audio synthesis | 4 | 3 | Feb 18, 2026 | |
| Single-channel Speech Separation | 4 | 1 | Feb 18, 2026 | |
| Acoustic Communication | 4 | 1 | Mar 10, 2026 | |
| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 | |
| Spoofing Attack Detection | 4 | 6 | Jul 1, 2026 | |
| Myoelectric Gesture Recognition | 4 | 1 | Mar 6, 2026 | |
| Audio-visual source separation |
| 4 |
| 1 |
| Feb 18, 2026 |
| Speech Super-resolution | 4 | 3 | Jul 9, 2026 |
|---|
| Fake Detection | 4 | 4 | Jun 4, 2026 |
|---|
| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 |
|---|
| Sound classification | 4 | 10 | Jun 26, 2026 |
|---|
| Audio-Visual Video Parsing | 4 | 9 | May 13, 2026 |
|---|
| Speaker Erasure | 4 | 1 | Mar 10, 2026 |
|---|
| Emotion Editing | 4 | 2 | Apr 10, 2026 |
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| Mispronunciation Detection | 4 | 4 | Jun 5, 2026 |
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| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
|---|
| Multi-track music generation | 4 | 2 | May 21, 2026 |
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| Fine-grained Score Accuracy | 4 | 1 | Mar 4, 2026 |
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| Dysarthric Speech Reconstruction | 4 | 1 | Mar 4, 2026 |
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| Pronunciation Accuracy | 4 | 1 | Feb 18, 2026 |
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| 1:2 Matching | 4 | 1 | Feb 18, 2026 |
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| Audio-visual source localization | 4 | 2 | Feb 27, 2026 |
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| Adversarial Example Detection | 4 | 3 | Jul 2, 2026 |
|---|