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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 |
|---|---|---|---|---|
| Motor Imagery | 11 | 3 | Apr 21, 2026 | |
| Audio Description Generation | 10 | 4 | Jun 23, 2026 | |
| Speech Quality Evaluation | 10 | 8 | Jun 16, 2026 | |
| ASR Accent Adaptation | 10 | 1 | Feb 18, 2026 | |
| Speech Bandwidth Extension | 10 | 4 | Jun 8, 2026 | |
| Speech-to-Text | 10 | 4 | Jun 26, 2026 | |
| Audio-Visual Classification | 10 | 18 | Jul 9, 2026 | |
| Audio Watermark Detection | 10 | 2 | Jun 16, 2026 | |
| Binomial test for accent bias | 10 | 1 | Feb 22, 2026 | |
| Chinese Speech Recognition |
| 10 |
| 1 |
| Feb 21, 2026 |
| EEG Denoising | 10 | 2 | Jun 9, 2026 |
|---|
| Target-Speaker Multilingual Speech Generation | 10 | 1 | Feb 21, 2026 |
|---|
| Singing Voice Conversion | 10 | 6 | Jun 8, 2026 |
|---|
| Multi-speaker Automatic Speech Recognition | 10 | 6 | Jun 12, 2026 |
|---|
| Target-speaker Automatic Speech Recognition | 10 | 2 | Jun 17, 2026 |
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| Speaker Extraction | 10 | 4 | Jun 11, 2026 |
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| Speaker Similarity | 10 | 6 | Jun 25, 2026 |
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| Referring Audio-Visual Segmentation | 10 | 4 | May 15, 2026 |
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| Event Classification | 10 | 8 | May 19, 2026 |
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| Speech Watermarking | 9 | 1 | Feb 19, 2026 |
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| Turn Taking | 9 | 8 | Jul 9, 2026 |
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| Pathological speech intelligibility assessment | 9 | 1 | Mar 10, 2026 |
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| Replay Speech Detection | 9 | 2 | Jun 1, 2026 |
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| Environmental Sound Deepfake Detection | 9 | 3 | Apr 23, 2026 |
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| Neural Audio Compression | 9 | 4 | May 25, 2026 |
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