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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 |
|---|---|---|---|---|
| Time-stretching | 2 | 1 | Feb 22, 2026 | |
| Linear correlation between human MOS and automatic metrics | 2 | 1 | Feb 21, 2026 | |
| Style Prompt Adherence evaluation | 2 | 1 | Feb 21, 2026 | |
| ASV Spoofing Detection | 2 | 1 | Feb 22, 2026 | |
| Speaking Speed Control | 2 | 1 | Feb 21, 2026 | |
| Text-Only Speech Synthesis | 2 | 1 | Feb 21, 2026 | |
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 | |
| Video-Audio Question Answering | 2 | 1 | Feb 18, 2026 | |
| System naturalness prediction | 2 | 1 | Mar 4, 2026 | |
| Artwork-to-Music Generation |
|---|
| 2 |
| 1 |
| Feb 22, 2026 |
| Fingerspelling Word Search (Video to Text) | 2 | 1 | Feb 18, 2026 |
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| Spoken Language Glossification | 2 | 1 | Feb 18, 2026 |
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| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
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| Multi-speaker Voice Clone | 2 | 1 | Feb 21, 2026 |
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| Dialect Synthesis | 2 | 1 | Feb 21, 2026 |
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| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
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| Acoustic Word Discrimination | 2 | 1 | Feb 21, 2026 |
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| Controllable Speech Synthesis | 2 | 1 | Feb 21, 2026 |
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| Symbolic Music Emotion Recognition | 2 | 1 | Feb 21, 2026 |
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| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
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| Image Guided Audio Temporal Localization | 2 | 1 | Feb 18, 2026 |
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| Speech Naturalness Evaluation | 2 | 2 | Jun 9, 2026 |
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| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
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| Multi-speaker Dubbing | 2 | 1 | Feb 18, 2026 |
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| Single-source sound localization | 2 | 3 | Apr 10, 2026 |
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