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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 |
|---|---|---|---|---|
| Own-voice/external-speaker detection | 1 | 1 | Mar 4, 2026 | |
| Speaker Impersonation | 1 | 1 | Mar 4, 2026 | |
| Video-driven Audio Hallucination | 1 | 2 | Apr 16, 2026 | |
| Audiovisual Matching | 1 | 1 | Mar 4, 2026 | |
| Audio Perception and Reasoning | 1 | 1 | Mar 4, 2026 | |
| Universal Neural Vocoding | 1 | 1 | Feb 18, 2026 | |
| Audio-to-video generation (A2V) | 1 | 2 | Feb 24, 2026 | |
| Beats-controlled Audio Generation | 1 | 1 | Mar 5, 2026 | |
| Beats+Intensity-controlled Audio Generation |
| 1 |
| 1 |
| Mar 5, 2026 |
| Pitch-controlled Audio Generation | 1 | 1 | Mar 5, 2026 |
|---|
| Pitch+Intensity-controlled Audio Generation | 1 | 1 | Mar 5, 2026 |
|---|
| Intensity-controlled Audio Generation | 1 | 1 | Mar 5, 2026 |
|---|
| Audio-Text | 1 | 1 | Mar 6, 2026 |
|---|
| Singing Lyric Editing | 1 | 1 | Mar 6, 2026 |
|---|
| Acoustic Evaluation | 1 | 1 | Mar 6, 2026 |
|---|
| Voice Type Classification | 1 | 1 | Mar 6, 2026 |
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| Voice Timbre Analysis and Discrimination | 1 | 1 | Mar 6, 2026 |
|---|
| Auditory Reasoning | 1 | 1 | Mar 6, 2026 |
|---|
| Acoustic and paralinguistic modeling | 1 | 1 | Mar 6, 2026 |
|---|
| Spoken Dialogue State Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| SpeechLM-based Text-to-Speech | 1 | 1 | Feb 18, 2026 |
|---|
| Emotion and speaker adaptation | 1 | 1 | Mar 9, 2026 |
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| Inference speed estimation | 1 | 1 | Feb 18, 2026 |
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| Probabilistic audio geolocation | 1 | 1 | Mar 9, 2026 |
|---|
| Malicious Speech Classification | 1 | 1 | Mar 10, 2026 |
|---|