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 |
|---|---|---|---|---|
| Silent Shift-Hold Prediction | 2 | 1 | Jun 16, 2026 | |
| Active Shift-Hold Prediction | 2 | 1 | Jun 16, 2026 | |
| Dialect Synthesis | 2 | 1 | Feb 21, 2026 | |
| Acoustic Word Discrimination | 2 | 1 | Feb 21, 2026 | |
| Pitch Estimation | 2 | 2 | May 12, 2026 | |
| Controllable Speech Synthesis | 2 | 1 | Feb 21, 2026 | |
| Symbolic Music Emotion Recognition | 2 | 1 | Feb 21, 2026 | |
| Subjective Speech Evaluation Prediction | 2 | 1 | Feb 22, 2026 | |
| Image Guided Audio Temporal Localization | 2 | 1 | Feb 18, 2026 | |
| Speech Naturalness Evaluation |
|---|
| 2 |
| 2 |
| Jun 9, 2026 |
| Instantaneous Pitch Estimation | 2 | 1 | Jun 15, 2026 |
|---|
| Multi-speaker Dubbing | 2 | 1 | Feb 18, 2026 |
|---|
| Audio-driven Digital Human Generation | 2 | 1 | Feb 22, 2026 |
|---|
| Single-source sound localization | 2 | 3 | Apr 10, 2026 |
|---|
| TTS Quality Improvement | 2 | 1 | Feb 22, 2026 |
|---|
| Wake-word detection | 2 | 2 | Feb 18, 2026 |
|---|
| Named Entity Correction | 2 | 1 | Feb 22, 2026 |
|---|
| Multi-instrument Music Transcription | 2 | 1 | Feb 18, 2026 |
|---|
| Text-audio retrieval | 2 | 1 | Feb 22, 2026 |
|---|
| Speech-Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| Sound Event Separation | 2 | 1 | Feb 21, 2026 |
|---|
| AI-generated song detection | 2 | 1 | Feb 18, 2026 |
|---|
| AI-generated audio detection | 2 | 3 | Jun 16, 2026 |
|---|
| Speech Compression | 2 | 1 | Feb 21, 2026 |
|---|
| Bioacoustic Analysis | 2 | 2 | May 15, 2026 |
|---|