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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 |
|---|---|---|---|---|
| Vocal Accompaniment Generation | 1 | 1 | Apr 13, 2026 | |
| Event-level Audio Timing | 1 | 1 | Apr 13, 2026 | |
| Audio-driven 3D Talking Head Generation | 1 | 1 | Feb 20, 2026 | |
| Motion-Sound Intensity Alignment | 1 | 1 | Apr 13, 2026 | |
| Motion-conditioned Audio-Video Generation | 1 | 1 | Apr 13, 2026 | |
| Speech Spectrum Prediction | 1 | 1 | Feb 18, 2026 | |
| Speaking facial motion generation | 1 | 3 | Mar 27, 2026 | |
| Audio Intent Classification | 1 | 1 | Apr 13, 2026 | |
| Listening facial motion generation |
| 1 |
| 3 |
| Mar 27, 2026 |
| TTS Dubbing | 1 | 1 | Apr 13, 2026 |
|---|
| Audio-guided human animation | 1 | 1 | Feb 20, 2026 |
|---|
| Speech Separation and Restoration | 1 | 1 | Apr 13, 2026 |
|---|
| Diverse Speech Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Jianpu Note/Rest Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-shot Singing Voice Synthesis | 1 | 1 | Apr 14, 2026 |
|---|
| Voicemail detection | 1 | 1 | Apr 14, 2026 |
|---|
| Audiovisual Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Answering Machine Detection | 1 | 1 | Apr 14, 2026 |
|---|
| Transient noise removal | 1 | 1 | Feb 18, 2026 |
|---|
| Piano Key Contact Prediction | 1 | 1 | Apr 14, 2026 |
|---|
| Long-form Spoken Question Answering | 1 | 1 | Apr 14, 2026 |
|---|
| Audio-MIDI Retrieval | 1 | 1 | Apr 14, 2026 |
|---|
| Listening Video Generation | 1 | 1 | Apr 14, 2026 |
|---|
| Noise Robustness | 1 | 1 | Apr 14, 2026 |
|---|
| Audio-driven unified speak-listen facial motion generation | 1 | 1 | Feb 20, 2026 |
|---|