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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 |
|---|---|---|---|---|
| Speech Naturalness Evaluation | 2 | 2 | Jun 9, 2026 | |
| Multi-speaker Dubbing | 2 | 1 | Feb 18, 2026 | |
| Single-source sound localization | 2 | 3 | Apr 10, 2026 | |
| Wake-word detection | 2 | 2 | Feb 18, 2026 | |
| Multi-instrument Music Transcription | 2 | 1 | Feb 18, 2026 | |
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 | |
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 | |
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 | |
| AI-generated song detection |
| 2 |
| 1 |
| Feb 18, 2026 |
| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
|---|
| AI-generated audio detection | 2 | 3 | Jun 16, 2026 |
|---|
| Speech Compression | 2 | 1 | Feb 21, 2026 |
|---|
| Bioacoustic Analysis | 2 | 2 | May 15, 2026 |
|---|
| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Audio-language Question Answering | 2 | 1 | Jun 15, 2026 |
|---|
| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
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| Audio-visual speech-to-text translation | 2 | 2 | Feb 27, 2026 |
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| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Lyric Intelligibility Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Zero-resource speech modeling | 2 | 1 | Feb 18, 2026 |
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| Spoken Named Entity Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| 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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| Kanji Reading Accuracy | 2 | 1 | Jun 25, 2026 |
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| Phonetic Transcription | 2 | 1 | Feb 18, 2026 |
|---|