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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 |
|---|---|---|---|---|
| Word Pronunciation Assessment | 1 | 2 | Feb 18, 2026 | |
| Cinematic Audio Source Separation | 1 | 1 | Feb 21, 2026 | |
| Video-to-Music (V2M) | 1 | 1 | Jun 12, 2026 | |
| Cross-Lingual Singing Voice Synthesis | 1 | 1 | Feb 21, 2026 | |
| Audio-Visual Audio Remixing | 1 | 1 | Feb 21, 2026 | |
| Speech-to-Speech Translation Naturalness Evaluation | 1 | 1 | Jun 12, 2026 | |
| Utterance Pronunciation Assessment | 1 | 2 | Feb 18, 2026 | |
| ASR Correction | 1 | 1 | Jun 12, 2026 | |
| Text-controlled Video-to-Audio |
| 1 |
| 1 |
| Jun 15, 2026 |
| Audio-controlled video-to-audio generation | 1 | 1 | Jun 15, 2026 |
|---|
| Neural Vocoding / Waveform Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Sound Source Trajectory Tracking | 1 | 1 | Jun 15, 2026 |
|---|
| Static Spatial-Semantic Audio Perception | 1 | 1 | Jun 15, 2026 |
|---|
| Non-verbal vocalization quality assessment | 1 | 1 | Jun 16, 2026 |
|---|
| Alzheimer's Disease (AD) staging | 1 | 1 | Jun 16, 2026 |
|---|
| Sound Probing | 1 | 1 | Feb 18, 2026 |
|---|
| Voice-based disease classification | 1 | 1 | Feb 21, 2026 |
|---|
| Parkinson's Disease (PD) staging | 1 | 1 | Jun 16, 2026 |
|---|
| Audio Tokenization and Compression Evaluation | 1 | 1 | Jun 16, 2026 |
|---|
| Acoustic Signal Fidelity | 1 | 1 | Jun 16, 2026 |
|---|
| Speech Watermarking Robustness | 1 | 1 | Jun 16, 2026 |
|---|
| Singing Voice Resynthesis | 1 | 1 | Feb 21, 2026 |
|---|
| Stress-preserving Speech-to-Speech Translation | 1 | 1 | Jun 16, 2026 |
|---|
| Phonetic Discrimination | 1 | 1 | Feb 18, 2026 |
|---|
| ASR post-correction | 1 | 1 | Feb 21, 2026 |
|---|