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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 |
|---|---|---|---|---|
| Subjective Emotional Alignment | 1 | 1 | Feb 21, 2026 | |
| Temporal Sound Event Localization | 1 | 1 | Jun 11, 2026 | |
| ObjectNav (Audio) | 1 | 1 | Feb 18, 2026 | |
| Audio Effects Style Transfer | 1 | 1 | Feb 21, 2026 | |
| Objective Audio Quality Evaluation | 1 | 1 | Jun 11, 2026 | |
| Audio emotion recognition | 1 | 2 | Feb 18, 2026 | |
| ASR Explanation Generation | 1 | 1 | Jun 23, 2026 | |
| Subjective speech reconstruction | 1 | 1 | Feb 21, 2026 | |
| Expressive Performance Rendering | 1 |
| 1 |
| Jun 11, 2026 |
| Transcription Edit | 1 | 1 | Jun 23, 2026 |
|---|
| Crosstalk Cancellation (XTC) | 1 | 1 | Feb 21, 2026 |
|---|
| Polyglot Speaker Identification | 1 | 2 | Jun 15, 2026 |
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| Binary whistle detection | 1 | 1 | Jun 12, 2026 |
|---|
| Phoneme Pronunciation Assessment | 1 | 4 | Feb 19, 2026 |
|---|
| Whistle Classification | 1 | 1 | Jun 12, 2026 |
|---|
| Audio QA Correctness Assessment | 1 | 1 | Feb 21, 2026 |
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| Whistle Detection | 1 | 1 | Jun 12, 2026 |
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| Image-to-Audio | 1 | 1 | Jun 12, 2026 |
|---|
| Bioacoustic Monitoring | 1 | 1 | Feb 21, 2026 |
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| Text-and-Video-to-Audio | 1 | 1 | Jun 12, 2026 |
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| text-to-video+audio retrieval | 1 | 1 | Feb 18, 2026 |
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| Video-to-Audio (V2A) | 1 | 1 | Jun 12, 2026 |
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| Text-and-Video-to-Audio (TV2A) | 1 | 1 | Jun 12, 2026 |
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| Word Pronunciation Assessment | 1 | 2 | Feb 18, 2026 |
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| Cinematic Audio Source Separation | 1 | 1 | Feb 21, 2026 |
|---|