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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 |
|---|---|---|---|---|
| Pathological speech intelligibility assessment | 9 | 1 | Mar 10, 2026 | |
| Subjective Evaluation | 9 | 4 | Apr 10, 2026 | |
| Turn Taking | 9 | 8 | Jul 9, 2026 | |
| Video-to-Speech Synthesis | 9 | 6 | Apr 20, 2026 | |
| ASR rescoring | 9 | 5 | Feb 18, 2026 | |
| Replay Speech Detection | 9 | 2 | Jun 1, 2026 | |
| Speech Dereverberation | 9 | 10 | May 4, 2026 | |
| Automated Speech Recognition | 9 | 8 | Mar 26, 2026 | |
| Emotional Speech Synthesis | 9 | 4 | Jun 23, 2026 | |
| Automatic Subtitling |
| 9 |
| 1 |
| Feb 18, 2026 |
| Music Restoration | 9 | 1 | May 6, 2026 |
|---|
| Joint audio-video generation | 9 | 8 | May 13, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
|---|
| Sign language subtitle alignment | 8 | 1 | Feb 19, 2026 |
|---|
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
|---|
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Word-level sign language recognition | 8 | 5 | Mar 9, 2026 |
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| S2ST Metric Evaluation | 8 | 1 | Feb 18, 2026 |
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| Audio-visual generation | 8 | 5 | Jun 29, 2026 |
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| Waveform Generation | 8 | 4 | Feb 21, 2026 |
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| Speech Recognition with Timestamps | 8 | 1 | Apr 28, 2026 |
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| Spoken Word Classification | 8 | 1 | Feb 22, 2026 |
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| General Speech Restoration | 8 | 4 | Jul 9, 2026 |
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| Respiratory Classification | 8 | 1 | Feb 21, 2026 |
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| Sound Event Classification | 8 | 6 | Jun 18, 2026 |
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