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 |
|---|---|---|---|---|
| Respiratory sound 4-class classification | 2 | 1 | Feb 18, 2026 | |
| Cued Speech-to-Speech Synthesis | 2 | 1 | Mar 4, 2026 | |
| Voice Classification | 2 | 1 | Feb 24, 2026 | |
| Replacement | 2 | 2 | Jun 16, 2026 | |
| 4-class respiratory sound classification | 2 | 4 | Jun 11, 2026 | |
| Audio-Visual Generalized Zero-Shot Learning | 2 | 2 | Feb 27, 2026 | |
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 | |
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 | |
| Silent Speech Recognition |
| 2 |
| 2 |
| Feb 20, 2026 |
| Unsupervised Sound Matching | 2 | 1 | Feb 21, 2026 |
|---|
| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
|---|
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Speech(A)-To-Speech(AV) Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Vocal Waveform Reconstruction | 2 | 1 | Feb 21, 2026 |
|---|
| Speech Activity Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Lyric Intelligibility Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Speech-driven talking face generation | 2 | 1 | Mar 4, 2026 |
|---|
| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
|---|
| Punctuation and Capitalization Prediction | 2 | 1 | Feb 21, 2026 |
|---|
| Conversational Speech Transcription | 2 | 1 | Feb 21, 2026 |
|---|
| Speech-to-speech instruction-following | 2 | 2 | Apr 21, 2026 |
|---|
| Automatic Speech Translation (Ko2En) | 2 | 1 | Feb 21, 2026 |
|---|
| Joint ASR and Diarization | 2 | 1 | Feb 21, 2026 |
|---|