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 |
|---|---|---|---|---|
| Audio Safety Moderation | 2 | 1 | Feb 18, 2026 | |
| Voice Classification | 2 | 1 | Feb 24, 2026 | |
| Binaural Target Speech Extraction | 2 | 1 | Feb 25, 2026 | |
| Affective vocal burst recognition (TWO task) | 2 | 1 | Feb 18, 2026 | |
| Audio QA | 2 | 1 | Feb 25, 2026 | |
| Steering Vector Upmixing | 2 | 1 | Feb 24, 2026 | |
| Open-Ended Audio Understanding | 2 | 1 | Feb 18, 2026 | |
| Context-Aware Video Speech Recognition (CAVSR) | 2 | 1 | Mar 10, 2026 | |
| Speech-to-Portrait |
| 2 |
| 1 |
| Mar 4, 2026 |
| Text transcription | 2 | 1 | Mar 4, 2026 |
|---|
| Log-magnitude STFT prediction | 2 | 2 | Feb 18, 2026 |
|---|
| Time-stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Long-form song transcription with background music | 2 | 1 | Feb 19, 2026 |
|---|
| Audio Time-Stretching | 2 | 1 | Feb 22, 2026 |
|---|
| Audiovisual Video Captioning | 2 | 4 | Jun 9, 2026 |
|---|
| Speech-to-Text Translation (en2fra) | 2 | 1 | Feb 19, 2026 |
|---|
| Speech-to-Text Translation (fra2en) | 2 | 1 | Feb 19, 2026 |
|---|
| Voice Separation | 2 | 2 | Feb 18, 2026 |
|---|
| Speech-to-Speech Translation (en2fra) | 2 | 1 | Feb 19, 2026 |
|---|
| Speech Semantic Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Lipreading (Digits) | 2 | 1 | Feb 18, 2026 |
|---|
| Speech-to-Speech Translation (fra2en) | 2 | 1 | Feb 19, 2026 |
|---|
| Speech Naturalness Assessment | 2 | 1 | Feb 19, 2026 |
|---|
| Audio Fidelity | 2 | 1 | Feb 19, 2026 |
|---|
| Co-speech gesture synthesis | 2 | 2 | Mar 10, 2026 |
|---|