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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 |
|---|---|---|---|---|
| Audio Preference Evaluation | 1 | 1 | Feb 19, 2026 | |
| Word-level turn prediction | 1 | 1 | Mar 10, 2026 | |
| Lyric Alignment | 1 | 1 | Feb 18, 2026 | |
| Audio Encoding and Decoding Efficiency | 1 | 1 | Feb 19, 2026 | |
| Audiovisual Speech Recognition | 1 | 1 | Mar 10, 2026 | |
| Speech-to-speech translation retrieval (X to EN) | 1 | 1 | Mar 10, 2026 | |
| Speech-to-speech translation retrieval (EN to Y) | 1 | 1 | Mar 10, 2026 | |
| Speech-to-speech translation retrieval (X to Y) | 1 | 1 | Mar 10, 2026 | |
| Rhythm Transfer |
| 1 |
| 2 |
| Mar 11, 2026 |
| Video-conditioned sound-speech joint generation | 1 | 1 | Mar 11, 2026 |
|---|
| Talking Face Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Emotion Voice Conversion | 1 | 2 | Jul 7, 2026 |
|---|
| Speaker Preservation | 1 | 1 | Mar 11, 2026 |
|---|
| Angle Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-text alignment correlation | 1 | 1 | Mar 11, 2026 |
|---|
| LID | 1 | 1 | Feb 19, 2026 |
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| Whisper-to-normal conversion | 1 | 1 | Mar 11, 2026 |
|---|
| Multimodal Audio Reasoning | 1 | 1 | Mar 11, 2026 |
|---|
| Speech Language Identification | 1 | 1 | Mar 11, 2026 |
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| Audio Parsing | 1 | 1 | Mar 11, 2026 |
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| Movie Audio Description | 1 | 1 | Feb 18, 2026 |
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| Speech Quality and Intelligibility Evaluation | 1 | 1 | Mar 11, 2026 |
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| Room Impulse Response Perceptual Realism Evaluation | 1 | 1 | Mar 11, 2026 |
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| Multi-audio Multiple-choice Question Answering | 1 | 1 | Mar 11, 2026 |
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| Sound object description | 1 | 1 | Mar 11, 2026 |
|---|