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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 |
|---|---|---|---|---|
| Audio QA | 2 | 1 | Feb 25, 2026 | |
| Cross-gender word retrieval | 2 | 1 | Feb 19, 2026 | |
| Binaural Target Speech Extraction | 2 | 1 | Feb 25, 2026 | |
| Acoustic Consistency | 2 | 2 | Apr 21, 2026 | |
| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 | |
| Text transcription | 2 | 1 | Mar 4, 2026 | |
| Voice Classification | 2 | 1 | Feb 24, 2026 | |
| Automatic Speaker Verification Anti-spoofing | 2 | 1 | Feb 18, 2026 | |
| Lipreading (Phrases) | 2 | 1 | Feb 18, 2026 | |
| Speech-to-SQL Parsing |
| 2 |
| 1 |
| Feb 18, 2026 |
| Artwork-to-Music Generation | 2 | 1 | Feb 22, 2026 |
|---|
| ASV Spoofing Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Time-stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Audio Time-Stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Lipreading (Words) | 2 | 1 | Feb 18, 2026 |
|---|
| Audio Tokenization | 2 | 1 | Feb 19, 2026 |
|---|
| Text-dependent speaker verification | 2 | 2 | Feb 21, 2026 |
|---|
| Phonetic Discriminability (ABX) | 2 | 1 | Feb 19, 2026 |
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| Word Discovery | 2 | 1 | Feb 19, 2026 |
|---|
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 |
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| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
|---|
| Full-duplex Interaction | 2 | 2 | Feb 21, 2026 |
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| Automatic Visual Speech Recognition | 2 | 1 | Feb 18, 2026 |
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