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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 |
|---|---|---|---|---|
| Mispronunciation Detection | 4 | 4 | Jun 5, 2026 | |
| Fake Detection | 4 | 4 | Jun 4, 2026 | |
| Visual Text-to-Speech | 4 | 2 | Jun 4, 2026 | |
| Streaming Voice-Agent Interaction Efficiency | 4 | 1 | Feb 21, 2026 | |
| Unsupervised Automatic Speech Recognition | 4 | 1 | Feb 18, 2026 | |
| Multi-task performance evaluation | 4 | 4 | Jul 7, 2026 | |
| Cross-speaker Style Transfer | 4 | 1 | Mar 24, 2026 | |
| Multimodal Audio Understanding | 4 | 3 | May 28, 2026 | |
| Fingerspelling Recognition |
| 4 |
| 3 |
| Apr 10, 2026 |
| Description-based speech generation | 4 | 1 | Feb 18, 2026 |
|---|
| Myoelectric Gesture Recognition | 4 | 1 | Mar 6, 2026 |
|---|
| Acoustic Communication | 4 | 1 | Mar 10, 2026 |
|---|
| Dysarthric Speech Reconstruction | 4 | 1 | Mar 4, 2026 |
|---|
| Multi-track music generation | 4 | 2 | May 21, 2026 |
|---|
| Fine-grained Score Accuracy | 4 | 1 | Mar 4, 2026 |
|---|
| Joint Video-Audio Generation | 4 | 5 | May 26, 2026 |
|---|
| Music Reconstruction | 4 | 5 | May 28, 2026 |
|---|
| Arousal Detection | 4 | 2 | Jul 2, 2026 |
|---|
| Speech Anti-Spoofing | 4 | 2 | Feb 21, 2026 |
|---|
| Synthetic word detection | 4 | 1 | Mar 4, 2026 |
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| Acoustic Emotion Recognition | 4 | 1 | Feb 18, 2026 |
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| Adversarial Example Detection | 4 | 3 | Jul 2, 2026 |
|---|
| Speaker Erasure | 4 | 1 | Mar 10, 2026 |
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| Multi-stem Music Generation | 4 | 1 | Feb 21, 2026 |
|---|
| Text-to-Speech (Text-Only input) | 4 | 1 | Feb 21, 2026 |
|---|