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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 |
|---|---|---|---|---|
| ASV Spoofing Detection | 2 | 1 | Feb 22, 2026 | |
| Audio Time-Stretching | 2 | 1 | Feb 22, 2026 | |
| Audio Speech Recognition | 2 | 4 | Mar 24, 2026 | |
| Voice Classification | 2 | 1 | Feb 24, 2026 | |
| Artwork-to-Music Generation | 2 | 1 | Feb 22, 2026 | |
| Time-stretching | 2 | 1 | Feb 22, 2026 | |
| Gesture Synchronisation | 2 | 1 | Feb 18, 2026 | |
| Audio-Text Retrieval | 2 | 2 | Mar 30, 2026 | |
| Audio-driven Generation | 2 | 1 | Feb 20, 2026 |
| Counterfactual audio-image recognition | 2 | 1 | Feb 27, 2026 |
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| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
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| Emotional Recognition | 2 | 1 | Feb 20, 2026 |
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| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 |
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| Short Vowel Restoration | 2 | 1 | Feb 18, 2026 |
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| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
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| Audio Target Object Removal | 2 | 1 | Feb 20, 2026 |
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| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
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| Sound Event Tagging | 2 | 6 | Jun 16, 2026 |
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| Audio-Visual Perception | 2 | 2 | Jul 7, 2026 |
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| Spiking Sound Recognition | 2 | 3 | May 14, 2026 |
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| 3-class audio segmentation (Gap/SU/Pause) | 2 | 1 | Apr 23, 2026 |
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| Neural Speech Decoding | 2 | 1 | Mar 17, 2026 |
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| Music-to-Text Retrieval | 2 | 3 | Mar 30, 2026 |
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| Audio Event Tagging | 2 | 6 | Jun 5, 2026 |
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| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
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