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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 |
|---|---|---|---|---|
| Audio-visual diarization | 1 | 1 | Feb 18, 2026 | |
| Automatic Pitch Correction | 1 | 1 | Apr 28, 2026 | |
| Imitated Speech Detection | 1 | 1 | Apr 28, 2026 | |
| Robotic Singing Performance Generation | 1 | 1 | Feb 21, 2026 | |
| Turn-taking Analysis | 1 | 1 | Apr 28, 2026 | |
| Speech Recognition with Word-level Timestamps | 1 | 1 | Feb 18, 2026 | |
| Polyphonic disambiguation | 1 | 1 | Apr 28, 2026 | |
| Audio-to-Video Talking Head Generation | 1 | 1 | Apr 28, 2026 | |
| Localizing auditory zones of interest |
| 1 |
| 1 |
| Apr 28, 2026 |
| Audio Question and Answering | 1 | 6 | Feb 18, 2026 |
|---|
| multi-task audio reasoning | 1 | 1 | Feb 21, 2026 |
|---|
| Voice Evaluation | 1 | 2 | Jul 7, 2026 |
|---|
| Audio-Visual Quality Assessment | 1 | 1 | Apr 28, 2026 |
|---|
| Chord Segmentation | 1 | 1 | Apr 28, 2026 |
|---|
| Vocal Sound Classification | 1 | 7 | Jun 26, 2026 |
|---|
| Audio-Language Understanding | 1 | 1 | Apr 28, 2026 |
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| Audio-Language Reasoning | 1 | 1 | Apr 28, 2026 |
|---|
| Audio-Language Understanding (MCQ) | 1 | 1 | Apr 28, 2026 |
|---|
| Audio-to-Audio Story Continuation | 1 | 1 | Feb 21, 2026 |
|---|
| Voice Interaction | 1 | 1 | Apr 29, 2026 |
|---|
| Audio-Visual Speech Resynthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-to-Text Story Continuation | 1 | 1 | Feb 21, 2026 |
|---|
| Sensor-Based Human Activity Recognition | 1 | 1 | Apr 29, 2026 |
|---|
| Complex multi-step logical reasoning from audio | 1 | 1 | Apr 29, 2026 |
|---|
| Blind Room Impulse Response (RIR) Estimation | 1 | 1 | Feb 21, 2026 |
|---|