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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 Production Quality (PQ) Assessment | 1 | 1 | Mar 18, 2026 | |
| Audio Production Complexity (PC) Assessment | 1 | 1 | Mar 18, 2026 | |
| End-to-End Speech Synthesis | 1 | 1 | Feb 18, 2026 | |
| Single-target sound extraction | 1 | 1 | Feb 18, 2026 | |
| Audio Content Enjoyment (CE) Assessment | 1 | 1 | Mar 18, 2026 | |
| Audio Content Usefulness (CU) Assessment | 1 | 1 | Mar 18, 2026 | |
| Semantic-Acoustic Alignment | 1 | 1 | Feb 19, 2026 | |
| Multilingual Speech Question Answering | 1 | 1 | Mar 18, 2026 | |
| Multilingual Speech Classification |
| 1 |
| 1 |
| Mar 18, 2026 |
| Note Transcription and Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Spoken emotional intelligence evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Pitch Evaluation | 1 | 1 | Mar 18, 2026 |
|---|
| Mel-spectrogram inversion | 1 | 1 | Feb 18, 2026 |
|---|
| Imagined speech recognition | 1 | 1 | Mar 18, 2026 |
|---|
| Speech Generation and Interaction | 1 | 1 | Feb 19, 2026 |
|---|
| Spoken Task-Oriented Dialogue | 1 | 1 | Mar 18, 2026 |
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| Word Boundary Detection | 1 | 1 | Mar 19, 2026 |
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| Targeted Sound Detection | 1 | 1 | Mar 19, 2026 |
|---|
| EEG-to-text translation | 1 | 2 | May 28, 2026 |
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| Bengali text-to-IPA transcription | 1 | 1 | Feb 19, 2026 |
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| Speech-to-Singing | 1 | 1 | Feb 18, 2026 |
|---|
| Word-level Pronunciation Assessment | 1 | 1 | Feb 19, 2026 |
|---|
| Barge-in | 1 | 2 | Jun 15, 2026 |
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| EEG Artifact Detection | 1 | 2 | May 28, 2026 |
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| Utterance-level Pronunciation Assessment | 1 | 1 | Feb 19, 2026 |
|---|