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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 |
|---|---|---|---|---|
| Musical Instrument Classification | 5 | 19 | Jun 5, 2026 | |
| Packet Loss Concealment | 5 | 3 | Jul 3, 2026 | |
| Visual Acoustic Matching | 5 | 1 | Feb 18, 2026 | |
| Emotion Editing | 4 | 2 | Apr 10, 2026 | |
| Audio Bandwidth Extension | 4 | 3 | Feb 25, 2026 | |
| Dysarthric Speech Reconstruction | 4 | 1 | Mar 4, 2026 | |
| Mispronunciation Detection | 4 | 4 | Jun 5, 2026 | |
| Myoelectric Gesture Recognition | 4 | 1 | Mar 6, 2026 | |
| Multi-track music generation | 4 | 2 | May 21, 2026 | |
| Fingerspelling Recognition |
|---|
| 4 |
| 3 |
| Apr 10, 2026 |
| Voice Pathology Detection | 4 | 2 | Jun 8, 2026 |
|---|
| Audio-visual localization | 4 | 2 | Mar 25, 2026 |
|---|
| Audio-driven portrait animation | 4 | 3 | Jun 12, 2026 |
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| Fine-grained Score Accuracy | 4 | 1 | Mar 4, 2026 |
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| Arousal Detection | 4 | 2 | Jul 2, 2026 |
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| Fake Detection | 4 | 4 | Jun 4, 2026 |
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| Spoofing Attack Detection | 4 | 6 | Jul 1, 2026 |
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| Fingerspelling detection | 4 | 2 | Feb 18, 2026 |
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| P300 | 4 | 1 | Feb 22, 2026 |
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| Vocalization Counting | 4 | 1 | Feb 24, 2026 |
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| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 |
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| Lip to Speech | 4 | 1 | Feb 18, 2026 |
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| Audio Quality Assessment Correlation | 4 | 1 | Mar 4, 2026 |
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| Acoustic field modeling | 4 | 2 | Jun 16, 2026 |
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| Unsupervised Automatic Speech Recognition | 4 | 1 | Feb 18, 2026 |
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