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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-visual understanding | 16 | 22 | Jul 7, 2026 | |
| Audio-to-image retrieval | 16 | 8 | May 19, 2026 | |
| Movie Dubbing | 16 | 5 | Apr 15, 2026 | |
| Forced Alignment | 16 | 5 | Jun 1, 2026 | |
| Novel View Acoustic Synthesis | 15 | 3 | Apr 13, 2026 | |
| Disfluency Correction | 15 | 1 | May 13, 2026 | |
| Voice Anonymization | 15 | 4 | Jul 8, 2026 | |
| Audio Synthesis | 15 | 12 | Jul 1, 2026 | |
| Voice Activity Detection | 15 | 7 | Apr 23, 2026 | |
| 15 |
| 12 |
| Jul 7, 2026 |
| Audio Reasoning | 15 | 18 | Jun 16, 2026 |
|---|
| Emotion Recognition in Conversation | 15 | 44 | Jun 9, 2026 |
|---|
| Speaker Recognition | 15 | 11 | Jul 3, 2026 |
|---|
| Music Modeling | 14 | 7 | Jun 5, 2026 |
|---|
| Lip synchronization | 14 | 10 | Jun 30, 2026 |
|---|
| Phonological Feature Prediction | 14 | 1 | May 26, 2026 |
|---|
| Audio anti-spoofing | 14 | 6 | Jul 7, 2026 |
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| Singing Voice Editing | 14 | 2 | Jun 30, 2026 |
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| Audio-Visual Deepfake Detection | 14 | 6 | Jun 1, 2026 |
|---|
| Text-to-Audio | 14 | 15 | Jul 1, 2026 |
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| Audio Tagging | 13 | 11 | May 19, 2026 |
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| Sound Event Localization and Detection | 13 | 6 | Jun 29, 2026 |
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| Lip-reading | 13 | 21 | Jun 2, 2026 |
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| Downstream Task Evaluation | 13 | 14 | Jul 7, 2026 |
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| BCI classification | 13 | 3 | Jun 9, 2026 |
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