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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 |
|---|---|---|---|---|
| Phoneme Decoding | 2 | 2 | Apr 21, 2026 | |
| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 | |
| Speaker-attributed Transcription | 2 | 1 | Feb 18, 2026 | |
| Audio Description | 2 | 2 | Feb 18, 2026 | |
| Valence Emotion Recognition | 2 | 2 | Feb 21, 2026 | |
| Audio LLM–EEG Similarity Alignment | 2 | 1 | Feb 21, 2026 | |
| Multi-Intent Spoken Language Understanding | 2 | 3 | Feb 18, 2026 | |
| Speaker Counting | 2 | 4 | Jun 26, 2026 | |
| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
| Speech-driven Holistic Expression and Gesture Generation | 2 | 1 | Feb 18, 2026 |
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| Audio-Video Classification | 2 | 5 | Mar 27, 2026 |
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| Long Speech Generation | 2 | 2 | May 1, 2026 |
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| Audio Detection | 2 | 2 | Apr 10, 2026 |
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| Cross-style Speech Synthesis | 2 | 1 | Feb 21, 2026 |
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| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
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| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
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| Lyric Intelligibility Prediction | 2 | 1 | Feb 21, 2026 |
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| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
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| Speaking Target Identification | 2 | 1 | Feb 18, 2026 |
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| Punctuation and Capitalization Prediction | 2 | 1 | Feb 21, 2026 |
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| Automatic Video Dubbing | 2 | 1 | Feb 18, 2026 |
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| Music Structure Modelling | 2 | 1 | Feb 21, 2026 |
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| Multi-Source Vocal Separation | 2 | 1 | Feb 21, 2026 |
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| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
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| Arousal Emotion Recognition | 2 | 3 | Feb 21, 2026 |
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