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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 Quality Evaluation | 5 | 4 | May 26, 2026 | |
| Timbre-agnostic transcription | 5 | 1 | Mar 27, 2026 | |
| Spoken Language Modeling | 5 | 5 | Apr 28, 2026 | |
| Spoofing-Robust Speaker Verification | 5 | 1 | Feb 18, 2026 | |
| Speech Function Calling | 5 | 1 | Feb 19, 2026 | |
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 | |
| Piano Transcription | 5 | 4 | Jun 11, 2026 | |
| Timbre-separated transcription | 5 | 1 | Mar 27, 2026 | |
| Beat Tracking | 5 | 4 |
| May 6, 2026 |
| Downbeat Tracking | 5 | 3 | Feb 18, 2026 |
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| In-context Text-to-Speech | 5 | 1 | Feb 18, 2026 |
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| Post-ASR Entity Correction | 5 | 1 | Mar 18, 2026 |
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| Packet Loss Concealment | 5 | 3 | Jul 3, 2026 |
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| Audio-to-Text Chat | 5 | 1 | Mar 31, 2026 |
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| Spoken dialogue generation | 5 | 2 | Apr 15, 2026 |
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| Phone Feature Recognition | 5 | 2 | Feb 21, 2026 |
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| Visual Acoustic Matching | 5 | 1 | Feb 18, 2026 |
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| Interpretation for Audio Classification | 5 | 1 | Feb 18, 2026 |
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| Binary classification (Human vs Machine speech) | 5 | 1 | Mar 4, 2026 |
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| Audio Driven Talking Head Generation | 5 | 4 | Apr 23, 2026 |
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| Multimodal Emotion Recognition in Conversation | 5 | 10 | Apr 15, 2026 |
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| Spoof detection | 5 | 4 | Jul 7, 2026 |
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| Musical Instrument Classification | 5 | 19 | Jun 5, 2026 |
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| Medical Audio Analysis | 5 | 1 | Mar 4, 2026 |
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| Audiovisual Understanding & Reasoning | 5 | 4 | Jun 18, 2026 |
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