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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 |
|---|---|---|---|---|
| Automatic Speech Recognition | 934 | 447 | Jul 9, 2026 | |
| Text-to-Speech | 300 | 170 | Jul 8, 2026 | |
| Generative Modeling | 227 | 111 | Jul 8, 2026 | |
| Speech Recognition | 209 | 155 | Jul 3, 2026 | |
| Speech Enhancement | 203 | 122 | Jul 9, 2026 | |
| Audio Classification | 167 | 150 | Jul 8, 2026 | |
| Emotion Recognition | 160 | 156 | Jul 9, 2026 | |
| Speech Emotion Recognition | 144 | 63 | Jul 3, 2026 | |
| Speaker Diarization | 90 | 36 | Jun 30, 2026 | |
| 85 |
| 60 |
| Jul 9, 2026 |
| Speech Translation | 82 | 49 | Jul 8, 2026 |
|---|
| Audio Deepfake Detection | 78 | 39 | Jul 1, 2026 |
|---|
| Keyword Spotting | 69 | 64 | Jul 3, 2026 |
|---|
| Speech Separation | 67 | 59 | Jul 3, 2026 |
|---|
| Speech Reconstruction | 61 | 44 | Jul 7, 2026 |
|---|
| Speech-to-speech translation | 60 | 24 | Jul 1, 2026 |
|---|
| Audio-Visual Speech Recognition | 58 | 26 | Jul 9, 2026 |
|---|
| Sign Language Recognition | 57 | 23 | Jul 7, 2026 |
|---|
| Speech Synthesis | 51 | 43 | Jul 8, 2026 |
|---|
| Speech-to-text Translation | 51 | 24 | Jul 7, 2026 |
|---|
| Audio Understanding | 50 | 45 | Jul 7, 2026 |
|---|
| Audio-Visual Segmentation | 49 | 21 | May 15, 2026 |
|---|
| Spoken Question Answering | 47 | 22 | Jul 8, 2026 |
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| Speech Quality Assessment | 46 | 12 | May 25, 2026 |
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| Audio Reconstruction | 45 | 36 | Jul 1, 2026 |
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