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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 |
|---|---|---|---|---|
| Parkinson's Disease (PD) staging | 1 | 1 | Jun 16, 2026 | |
| Multi-Task Children's Speech Analysis | 1 | 1 | Feb 21, 2026 | |
| Audio Tokenization and Compression Evaluation | 1 | 1 | Jun 16, 2026 | |
| Acoustic Signal Fidelity | 1 | 1 | Jun 16, 2026 | |
| Speech Watermarking Robustness | 1 | 1 | Jun 16, 2026 | |
| Singing Voice Resynthesis | 1 | 1 | Feb 21, 2026 | |
| Stress-preserving Speech-to-Speech Translation | 1 | 1 | Jun 16, 2026 | |
| Few-shot Open-set Audio Classification | 1 | 1 | Jul 3, 2026 | |
| Turn-taking Naturalness Evaluation |
| 1 |
| 1 |
| Jul 3, 2026 |
| Phonetic Discrimination | 1 | 1 | Feb 18, 2026 |
|---|
| ASR post-correction | 1 | 1 | Feb 21, 2026 |
|---|
| Audio Editing Effectiveness Prediction | 1 | 1 | Jun 16, 2026 |
|---|
| Audio Preservation Ability Prediction | 1 | 1 | Jun 16, 2026 |
|---|
| Transcription Evaluation | 1 | 1 | Jun 16, 2026 |
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| Cross-modal Retrieval (Video to Audio) | 1 | 1 | Feb 18, 2026 |
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| Unconditional co-generation | 1 | 1 | Jun 16, 2026 |
|---|
| Speech Continuation | 1 | 1 | Feb 18, 2026 |
|---|
| (T+A)→I Cross-modal Alignment | 1 | 1 | Jun 16, 2026 |
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| (T+I)→A Cross-modal Alignment | 1 | 1 | Jun 16, 2026 |
|---|
| Removing | 1 | 1 | Jun 16, 2026 |
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| Reordering | 1 | 1 | Jun 16, 2026 |
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| English-to-X Speech-to-text translation | 1 | 1 | Jun 16, 2026 |
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| Spectrogram Inpainting | 1 | 1 | Feb 21, 2026 |
|---|
| Keyword Localization | 1 | 1 | Jun 16, 2026 |
|---|
| Articulatory-to-Acoustic Inversion | 1 | 1 | Jul 3, 2026 |
|---|