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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 |
|---|---|---|---|---|
| Accompaniment Generation | 1 | 1 | Apr 14, 2026 | |
| English-to-Chinese Speech-to-Speech Conversation | 1 | 1 | Apr 14, 2026 | |
| Chinese-to-English Speech-to-Speech Conversation | 1 | 1 | Apr 14, 2026 | |
| Speech Separation (2-speaker) | 1 | 1 | Feb 20, 2026 | |
| Speech-text representation similarity | 1 | 1 | Apr 14, 2026 | |
| Speech Role-Playing | 1 | 1 | Apr 14, 2026 | |
| Speaker Emotion Recognition | 1 | 1 | Apr 14, 2026 | |
| Expressive speech generation | 1 | 1 | Apr 14, 2026 | |
| Voice Imitation |
| 1 |
| 1 |
| Apr 14, 2026 |
| Waveform Recognition | 1 | 1 | Feb 27, 2026 |
|---|
| Audio-visual speech enhancement | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-to-Vibrotactile Haptic Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-shot Voice Imitation | 1 | 1 | Apr 14, 2026 |
|---|
| General Speech Representation Evaluation | 1 | 1 | Apr 15, 2026 |
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| SSVEP BCI Classification | 1 | 1 | Feb 20, 2026 |
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| Listening Deepfake Detection | 1 | 1 | Apr 15, 2026 |
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| Physical Activity Recognition | 1 | 2 | Apr 14, 2026 |
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| Temporal Grounding (Word Alignment) | 1 | 1 | Feb 27, 2026 |
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| Temporal Grounding (Speaker Diarization) | 1 | 1 | Feb 27, 2026 |
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| Audio Compression Quality Assessment | 1 | 1 | Feb 18, 2026 |
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| Temporal Grounding (Human Vocalization) | 1 | 1 | Feb 27, 2026 |
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| Sound Event Identification | 1 | 1 | Apr 15, 2026 |
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| Audio Grounding | 1 | 1 | Apr 16, 2026 |
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| Audio Hallucination Detection | 1 | 1 | Apr 16, 2026 |
|---|
| Text-to-Audio Retrieval (via Vision pivot) | 1 | 1 | Feb 20, 2026 |
|---|