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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 |
|---|---|---|---|---|
| Continuous speech separation | 7 | 1 | Feb 18, 2026 | |
| Acoustic Impulse Response Prediction | 7 | 1 | Feb 18, 2026 | |
| Long-form Transcription | 7 | 4 | Jun 9, 2026 | |
| Audio-driven video generation | 7 | 6 | Apr 23, 2026 | |
| Contextual Automatic Speech Recognition | 7 | 5 | Jun 2, 2026 | |
| Voice Liveness Detection | 7 | 1 | Feb 21, 2026 | |
| Audio Recognition | 7 | 10 | Feb 25, 2026 | |
| Audio Separation | 7 | 4 | Jun 11, 2026 | |
| Video-to-Audio Retrieval | 7 | 8 | Jun 25, 2026 | |
| Audio Coding |
|---|
| 7 |
| 4 |
| Jun 11, 2026 |
| Identity Verification | 7 | 3 | Mar 5, 2026 |
|---|
| Target Sound Extraction | 7 | 6 | Mar 4, 2026 |
|---|
| Speech-to-Speech Question-Answering | 7 | 7 | Jul 8, 2026 |
|---|
| Audio-Visual Semantic Segmentation | 7 | 8 | May 12, 2026 |
|---|
| Speech-to-speech conversation | 7 | 1 | Apr 14, 2026 |
|---|
| Audio Safety Guardrail Accuracy | 7 | 1 | Apr 13, 2026 |
|---|
| Infant crying detection | 7 | 1 | Apr 2, 2026 |
|---|
| Speaker Impersonation Attack | 7 | 1 | Mar 4, 2026 |
|---|
| Audio Retrieval | 7 | 14 | May 19, 2026 |
|---|
| Auditory Attention Decoding | 7 | 2 | Mar 30, 2026 |
|---|
| Stuttering Detection | 6 | 5 | Jun 19, 2026 |
|---|
| Valence-Arousal Estimation | 6 | 6 | Jul 8, 2026 |
|---|
| Text-prompted separation | 6 | 1 | Feb 21, 2026 |
|---|
| Overlapped Speech Detection | 6 | 1 | Feb 18, 2026 |
|---|
| Speaker Change Detection | 6 | 1 | Feb 18, 2026 |
|---|