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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 |
|---|---|---|---|---|
| Singing Lyrics Recognition | 2 | 2 | Mar 12, 2026 | |
| Speech-to-Portrait | 2 | 1 | Mar 4, 2026 | |
| Speech-driven talking face generation | 2 | 1 | Mar 4, 2026 | |
| Cued Speech-to-Speech Synthesis | 2 | 1 | Mar 4, 2026 | |
| Medical transcription post-processing | 2 | 1 | Mar 4, 2026 | |
| Speech-to-text Transcription | 2 | 1 | Mar 4, 2026 | |
| Text transcription | 2 | 1 | Mar 4, 2026 | |
| Lip-reading Classification | 2 | 6 | Feb 18, 2026 | |
| Speech Command Classification |
| 2 |
| 2 |
| Jun 23, 2026 |
| PII Recovery | 2 | 2 | Jun 30, 2026 |
|---|
| Binaural Target Speech Extraction | 2 | 1 | Feb 25, 2026 |
|---|
| Pitch and Chroma classification | 2 | 1 | Feb 18, 2026 |
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| Audio QA | 2 | 1 | Feb 25, 2026 |
|---|
| Voice Classification | 2 | 1 | Feb 24, 2026 |
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| Audio Representation Evaluation | 2 | 6 | Jun 5, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Soundscape-to-image generation | 2 | 1 | Mar 4, 2026 |
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| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 |
|---|
| Voice Anti-spoofing | 2 | 3 | Jul 7, 2026 |
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| Whisper-to-Normal speech conversion | 2 | 2 | Mar 11, 2026 |
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| System naturalness prediction | 2 | 1 | Mar 4, 2026 |
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| ASV Spoofing Detection | 2 | 1 | Feb 22, 2026 |
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| Artwork-to-Music Generation | 2 | 1 | Feb 22, 2026 |
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| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 |
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| Audio-driven talking head synthesis | 2 | 1 | Feb 18, 2026 |
|---|