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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 |
|---|---|---|---|---|
| Spiking Audio Classification | 6 | 4 | Jun 23, 2026 | |
| Segment-level identification | 6 | 1 | Feb 21, 2026 | |
| Audio-Video Synchronization | 6 | 2 | Jul 2, 2026 | |
| Accent Shifting | 6 | 1 | Mar 10, 2026 | |
| Automated Audio Captioning | 6 | 7 | Jul 7, 2026 | |
| Talking Avatar Generation | 6 | 3 | May 1, 2026 | |
| Dubbing | 6 | 2 | Feb 21, 2026 | |
| Transcript Challenge Assessment | 6 | 1 | Feb 18, 2026 | |
| Accent Bias Analysis |
| 6 |
| 1 |
| Feb 22, 2026 |
| Audio compression | 6 | 6 | Jun 11, 2026 |
|---|
| Speech Instruction-Following | 6 | 3 | Jun 26, 2026 |
|---|
| Vocal Event Detection | 6 | 2 | Mar 12, 2026 |
|---|
| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
|---|
| Streaming Narration | 6 | 2 | Jun 2, 2026 |
|---|
| Text-to-Video-Audio Retrieval | 6 | 2 | Feb 18, 2026 |
|---|
| Audio-Visual Event Classification | 6 | 10 | Jun 25, 2026 |
|---|
| Singing Voice Transcription | 6 | 3 | May 7, 2026 |
|---|
| Fundamental Frequency Estimation | 6 | 1 | Feb 21, 2026 |
|---|
| Speech-Driven Facial Animation | 6 | 7 | Apr 20, 2026 |
|---|
| Speech-to-Text Question-Answering | 6 | 5 | Apr 21, 2026 |
|---|
| Timbre Style Conversion | 6 | 1 | Jun 17, 2026 |
|---|
| Synthetic song detection | 6 | 1 | Jun 16, 2026 |
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| Audio-Visual QA | 6 | 2 | Jun 2, 2026 |
|---|
| Pause Handling | 6 | 6 | Jun 18, 2026 |
|---|
| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
|---|