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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 |
|---|---|---|---|---|
| Generative Error Rescoring | 8 | 1 | Feb 18, 2026 | |
| Behavioral accuracy evaluation | 8 | 1 | Jun 18, 2026 | |
| Speaker-attribute classification | 8 | 1 | May 26, 2026 | |
| AI-Generated Music Detection | 8 | 2 | Jun 9, 2026 | |
| Multi-label bioacoustic classification | 8 | 2 | Jun 1, 2026 | |
| Speech Recognition with Timestamps | 8 | 1 | Apr 28, 2026 | |
| Speaker Separation | 8 | 5 | Jun 2, 2026 | |
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 | |
| Sign language subtitle alignment | 8 | 1 |
| Feb 19, 2026 |
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Speaker Impersonation Attack | 7 | 1 | Mar 4, 2026 |
|---|
| Cover Song Identification | 7 | 6 | Feb 21, 2026 |
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| Audio Coding | 7 | 4 | Jun 11, 2026 |
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| Sleep spindle detection | 7 | 3 | Feb 18, 2026 |
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| Speech-to-Speech Question-Answering | 7 | 7 | Jul 8, 2026 |
|---|
| Music Understanding | 7 | 7 | May 12, 2026 |
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| Lip-to-Speech Synthesis | 7 | 3 | Feb 21, 2026 |
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| Audio Separation | 7 | 4 | Jun 11, 2026 |
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| Soundscape Classification | 7 | 2 | May 21, 2026 |
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| Phone recognition | 7 | 7 | Jun 16, 2026 |
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| Audio Spoofing Detection | 7 | 5 | Jul 1, 2026 |
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| Audio Retrieval | 7 | 14 | May 19, 2026 |
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| Identity Verification | 7 | 3 | Mar 5, 2026 |
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| Continuous speech separation | 7 | 1 | Feb 18, 2026 |
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| Video-to-Audio Retrieval | 7 | 8 | Jun 25, 2026 |
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