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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 |
|---|---|---|---|---|
| Time-stretching | 2 | 1 | Feb 22, 2026 | |
| Audio Time-Stretching | 2 | 1 | Feb 22, 2026 | |
| AI-generated song detection | 2 | 1 | Feb 18, 2026 | |
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 | |
| Active Shift-Hold Prediction | 2 | 1 | Jun 16, 2026 | |
| AI-generated audio detection | 2 | 3 | Jun 16, 2026 | |
| Speech Compression | 2 | 1 | Feb 21, 2026 | |
| Bioacoustic Analysis | 2 | 2 | May 15, 2026 | |
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 | |
| Audio-visual speech-to-text translation |
| 2 |
| 2 |
| Feb 27, 2026 |
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
|---|
| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
|---|
| Zero-resource speech modeling | 2 | 1 | Feb 18, 2026 |
|---|
| Spoken Named Entity Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
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| Cross-modal Retrieval (Audio to Video) | 2 | 1 | Feb 18, 2026 |
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| Target Audio Extraction | 2 | 1 | Feb 21, 2026 |
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| Bioacoustic event classification | 2 | 2 | Jul 8, 2026 |
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| Phonetic Transcription | 2 | 1 | Feb 18, 2026 |
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| Audio Localization | 2 | 1 | Feb 21, 2026 |
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| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
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| AV-ASR | 2 | 1 | Feb 21, 2026 |
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| General Downstream Evaluation | 2 | 2 | Jun 16, 2026 |
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| Speaker Description | 2 | 1 | Feb 18, 2026 |
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| Joint Diarization and Speech Separation | 2 | 1 | Feb 21, 2026 |
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