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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 |
|---|---|---|---|---|
| Timbre-separated transcription | 5 | 1 | Mar 27, 2026 | |
| Noise Suppression | 5 | 2 | Feb 18, 2026 | |
| Phonemization | 5 | 1 | Apr 28, 2026 | |
| Vocoding | 5 | 3 | Mar 10, 2026 | |
| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 | |
| Audio-Visual Automatic Speech Recognition | 5 | 1 | Feb 18, 2026 | |
| Phoneme Classification | 5 | 2 | Apr 7, 2026 | |
| Spoken dialogue generation | 5 | 2 | Apr 15, 2026 | |
| Post-ASR Entity Correction | 5 | 1 | Mar 18, 2026 | |
| Lip-syncing |
|---|
| 5 |
| 3 |
| Feb 20, 2026 |
| Audio Quality Evaluation | 5 | 4 | May 26, 2026 |
|---|
| Audio event classification | 5 | 5 | Feb 18, 2026 |
|---|
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 |
|---|
| Source Counting | 5 | 1 | Feb 18, 2026 |
|---|
| Binary classification (Human vs Machine speech) | 5 | 1 | Mar 4, 2026 |
|---|
| Medical Audio Analysis | 5 | 1 | Mar 4, 2026 |
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| In-context Text-to-Speech | 5 | 1 | Feb 18, 2026 |
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| Spoof detection | 5 | 4 | Jul 7, 2026 |
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| Spoken Language Modeling | 5 | 5 | Apr 28, 2026 |
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| Audiovisual Understanding & Reasoning | 5 | 4 | Jun 18, 2026 |
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| Visual Acoustic Matching | 5 | 1 | Feb 18, 2026 |
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| Authenticity Classification | 5 | 1 | Feb 21, 2026 |
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| SASV | 5 | 1 | Feb 21, 2026 |
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| Spoofing-Robust Speaker Verification | 5 | 1 | Feb 18, 2026 |
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| Piano Transcription | 5 | 4 | Jun 11, 2026 |
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