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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 |
|---|---|---|---|---|
| Speaker Change Detection | 6 | 1 | Feb 18, 2026 | |
| Perceptual Speech Quality Assessment | 6 | 1 | Feb 21, 2026 | |
| Talking Avatar Generation | 6 | 3 | May 1, 2026 | |
| Dubbing | 6 | 2 | Feb 21, 2026 | |
| Dysarthric speech severity assessment | 6 | 1 | Mar 18, 2026 | |
| Audio-Visual QA | 6 | 2 | Jun 2, 2026 | |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 | |
| Spiking Audio Classification | 6 | 4 | Jun 23, 2026 | |
| Dysfluency Detection | 6 | 3 | Jun 19, 2026 |
| Isolated Word Recognition | 6 | 2 | Jun 19, 2026 |
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| Speech Instruction-Following | 6 | 3 | Jun 26, 2026 |
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| Semantic Representation Evaluation | 6 | 3 | Feb 22, 2026 |
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| Pause Handling | 6 | 6 | Jun 18, 2026 |
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| Vocal Event Detection | 6 | 2 | Mar 12, 2026 |
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| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
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| Text-to-Video-Audio Retrieval | 6 | 2 | Feb 18, 2026 |
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| Automated Audio Captioning | 6 | 7 | Jul 7, 2026 |
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| Unconditional Audio Generation | 6 | 3 | Jun 19, 2026 |
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| Speech-to-Text Question-Answering | 6 | 5 | Apr 21, 2026 |
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| Personalized Speech Enhancement | 6 | 3 | Jun 23, 2026 |
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| Acoustic Detection | 6 | 2 | Jun 12, 2026 |
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| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 |
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| Streaming Narration | 6 | 2 | Jun 2, 2026 |
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| Audio compression | 6 | 6 | Jun 11, 2026 |
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| Singing Voice Transcription | 6 | 3 | May 7, 2026 |
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