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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 |
|---|---|---|---|---|
| Multi-talker Automatic Speech Recognition | 25 | 7 | Jul 8, 2026 | |
| Continuous Sign Language Recognition | 24 | 19 | Apr 21, 2026 | |
| Arousal classification | 23 | 5 | Jun 8, 2026 | |
| Video-to-Audio Generation | 23 | 33 | Jul 1, 2026 | |
| Speaker-attributed Automatic Speech Recognition | 23 | 8 | Jun 17, 2026 | |
| Speech Classification | 23 | 19 | Jun 26, 2026 | |
| Anomalous Sound Detection | 22 | 5 | Jun 18, 2026 | |
| Speech Question Answering | 22 | 10 | Jul 8, 2026 | |
| Source Localization | 21 |
| 6 |
| May 14, 2026 |
| Audio Editing | 20 | 8 | Jun 16, 2026 |
|---|
| Speech Restoration | 19 | 6 | Jul 9, 2026 |
|---|
| Voice Cloning | 19 | 11 | Jun 9, 2026 |
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| Speech Generation | 19 | 15 | Jul 1, 2026 |
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| Simultaneous Speech Translation | 18 | 7 | Jun 4, 2026 |
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| Neural Vocoding | 18 | 10 | May 26, 2026 |
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| Spoofing Detection | 18 | 7 | Jul 1, 2026 |
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| Singing Voice Synthesis | 18 | 11 | Jun 23, 2026 |
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| Direction of Arrival Estimation | 18 | 6 | Jun 17, 2026 |
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| Speech Denoising | 18 | 13 | Jul 9, 2026 |
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| Speech Command Recognition | 18 | 8 | Apr 10, 2026 |
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| Simultaneous Speech-to-Speech Translation | 18 | 3 | Jun 16, 2026 |
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| Active Noise Control | 17 | 2 | Jun 9, 2026 |
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| Audio-visual speech separation | 17 | 8 | Mar 12, 2026 |
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| Talking head synthesis | 17 | 13 | May 29, 2026 |
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| EEG emotion recognition | 16 | 14 | Jul 7, 2026 |
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