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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 |
|---|---|---|---|---|
| Speech Editing | 13 | 5 | May 26, 2026 | |
| Downstream Task Evaluation | 13 | 14 | Jul 7, 2026 | |
| Video Dubbing | 13 | 6 | Jun 9, 2026 | |
| Lip-reading | 13 | 21 | Jun 2, 2026 | |
| BCI classification | 13 | 3 | Jun 9, 2026 | |
| Sound Source Localization | 13 | 10 | Jun 15, 2026 | |
| Emotional Text-to-Speech | 13 | 9 | Jun 29, 2026 | |
| Audio Source Separation | 13 | 10 | Apr 28, 2026 | |
| Laughter segmentation | 13 | 1 | May 8, 2026 | |
| Acoustic Scene Classification |
|---|
| 12 |
| 15 |
| Jun 16, 2026 |
| Few-shot Learning | 12 | 13 | May 19, 2026 |
|---|
| Target Speech Extraction | 12 | 7 | Jun 24, 2026 |
|---|
| Song aesthetics evaluation | 12 | 1 | Feb 21, 2026 |
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| Music Source Separation | 12 | 22 | Apr 28, 2026 |
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| Audio Understanding & Reasoning | 12 | 3 | Jun 18, 2026 |
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| Audio Quality Assessment | 12 | 7 | Jun 5, 2026 |
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| Lossless Audio Compression | 12 | 1 | Mar 10, 2026 |
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| Sound Separation | 12 | 3 | Jun 15, 2026 |
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| Music Genre Classification | 11 | 16 | Jun 26, 2026 |
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| Speech Understanding | 11 | 12 | Jul 9, 2026 |
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| Transcription | 11 | 5 | Jul 2, 2026 |
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| Motor Imagery | 11 | 3 | Apr 21, 2026 |
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| Synthetic Speech Detection | 11 | 6 | Jun 4, 2026 |
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| Speech Coding | 11 | 7 | Jun 11, 2026 |
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| Bandwidth extension | 11 | 6 | Jun 29, 2026 |
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