Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Medical transcription post-processing | 2 | 1 | Mar 4, 2026 | |
| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 | |
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 | |
| Conversational Speech Transcription | 2 | 1 | Feb 21, 2026 | |
| Speech-to-speech instruction-following | 2 | 2 | Apr 21, 2026 | |
| Named Entity Correction | 2 | 1 | Feb 22, 2026 | |
| Sound Event Separation | 2 | 1 | Feb 21, 2026 | |
| Lyric Intelligibility Prediction | 2 | 1 | Feb 21, 2026 | |
| Speech Activity Detection |
| 2 |
| 1 |
| Feb 21, 2026 |
| Zero-shot Speech Evaluation | 2 | 1 | Feb 18, 2026 |
|---|
| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
|---|
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Unit Error Distance | 2 | 1 | Feb 21, 2026 |
|---|
| Punctuation and Capitalization Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Cross-lingual Text-to-Speech | 2 | 2 | May 8, 2026 |
|---|
| Bioacoustic species classification | 2 | 2 | Jun 12, 2026 |
|---|
| Audio-to-Video generation | 2 | 2 | Feb 18, 2026 |
|---|
| Single-emotion steering | 2 | 1 | Feb 21, 2026 |
|---|
| Mixed-emotion Text-to-Speech | 2 | 1 | Feb 21, 2026 |
|---|
| Open-ended Audio Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Mixed Distortion Suppression | 2 | 1 | Feb 21, 2026 |
|---|
| Speech Semantic Editing | 2 | 1 | Feb 21, 2026 |
|---|
| Audio-Visual Speech-to-Speech Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-Visual Speech-to-Audio Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-Text Alignment Scoring | 2 | 1 | Feb 21, 2026 |
|---|