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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 |
|---|---|---|---|---|
| Oral Presentation Performance Scoring | 1 | 1 | May 19, 2026 | |
| Text-to-sound-effects generation | 1 | 1 | May 19, 2026 | |
| Speech continuation quality assessment | 1 | 1 | Feb 21, 2026 | |
| Automatic Piano Transcription (Onset & Offset) | 1 | 1 | May 19, 2026 | |
| Controllable Text-to-Speech | 1 | 1 | May 19, 2026 | |
| Active Speaker Localization | 1 | 1 | Feb 18, 2026 | |
| Perceptual Similarity Agreement | 1 | 1 | Feb 21, 2026 | |
| Music Structure Segmentation | 1 | 1 | May 19, 2026 | |
| Multi-class Audio Spoofing Detection |
| 1 |
| 1 |
| May 19, 2026 |
| Piano performance evaluation | 1 | 1 | Feb 21, 2026 |
|---|
| Aggregate Audio Question Answering | 1 | 1 | May 20, 2026 |
|---|
| Audio Classification Attribution | 1 | 1 | May 20, 2026 |
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| Voice Steganalysis | 1 | 1 | May 20, 2026 |
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| Audio Understanding / Audio Reasoning | 1 | 2 | Jun 18, 2026 |
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| Audio-Visual Dialogue | 1 | 1 | May 20, 2026 |
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| Sound Events | 1 | 1 | Feb 18, 2026 |
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| Audio-Image-Text Classification | 1 | 1 | Feb 18, 2026 |
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| Backchannel Detection | 1 | 1 | May 21, 2026 |
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| Audio Reasoning (Multiple Choice) | 1 | 1 | May 21, 2026 |
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| Audio Reasoning (Generation) | 1 | 1 | May 21, 2026 |
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| Massive Multimodal Audio Reasoning | 1 | 1 | May 21, 2026 |
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| ASL to CSL Sign-to-Sign Translation | 1 | 1 | May 21, 2026 |
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| Audio-based Reasoning | 1 | 2 | Jul 7, 2026 |
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| ASL to DGS Sign-to-Sign Translation | 1 | 1 | May 21, 2026 |
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| Acoustic Scenes | 1 | 1 | Feb 18, 2026 |
|---|