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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-Visual Speech-to-Audio Translation | 2 | 1 | Feb 18, 2026 | |
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 | |
| Audio-Text Alignment Scoring | 2 | 1 | Feb 21, 2026 | |
| Insertion Speech Editing | 2 | 1 | Feb 21, 2026 | |
| Deletion Speech Editing | 2 | 1 | Feb 21, 2026 | |
| Substitution Speech Editing | 2 | 1 | Feb 21, 2026 | |
| Named Entity Correction | 2 | 1 | Feb 22, 2026 | |
| Directional Hearing | 2 | 1 | Feb 18, 2026 | |
| Audio-Visual Speaker Separation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Camera Wearer Voice Activity Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Lyric Intelligibility Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Diarization-aware Automatic Speech Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Perceptual Music Similarity Agreement | 2 | 1 | Feb 21, 2026 |
|---|
| Child's Automatic Speech Recognition | 2 | 2 | Feb 21, 2026 |
|---|
| Sound Symbolism Probing | 2 | 1 | Feb 18, 2026 |
|---|
| Punctuation and Capitalization Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Speech Enhancement and Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Audio-driven motion generation | 2 | 2 | May 28, 2026 |
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| Speech separation and enhancement | 2 | 1 | Feb 21, 2026 |
|---|
| Acoustic Target Recognition | 2 | 2 | Apr 20, 2026 |
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| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 |
|---|
| Speaker-attributed Transcription | 2 | 1 | Feb 18, 2026 |
|---|