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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 |
|---|---|---|---|---|
| Speech to Sound generation | 1 | 1 | Feb 21, 2026 | |
| Musical Quality Assessment | 1 | 1 | May 7, 2026 | |
| Synthesized Speech Quality Assessment | 1 | 1 | May 7, 2026 | |
| Sound Reconstruction | 1 | 1 | Feb 21, 2026 | |
| ASMR Speech Quality Assessment | 1 | 1 | May 7, 2026 | |
| Automatic Lyric Transcription | 1 | 1 | May 7, 2026 | |
| InstructTTS | 1 | 1 | Feb 21, 2026 | |
| Audio category-fit MOS correlation assessment | 1 | 1 | May 8, 2026 | |
| Spoof Speech Detection | 1 | 6 | Jul 7, 2026 | |
| 1 |
| 1 |
| May 8, 2026 |
| Audio Caption & Generation | 1 | 1 | Feb 21, 2026 |
|---|
| Active Modality Acquisition (Image imputed by Audio) | 1 | 1 | May 8, 2026 |
|---|
| Large Audio-Language Model Safety Evaluation | 1 | 1 | May 8, 2026 |
|---|
| Music Caption & Generation | 1 | 1 | Feb 21, 2026 |
|---|
| Subjective Speech Quality Evaluation | 1 | 1 | May 8, 2026 |
|---|
| Lyric Recognition | 1 | 1 | Feb 21, 2026 |
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| Paralinguistic Understanding | 1 | 1 | May 8, 2026 |
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| Sound-conditional video synthesis | 1 | 1 | Feb 18, 2026 |
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| Pitch-timbre disentanglement | 1 | 1 | Feb 18, 2026 |
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| Speech-to-speech/text instruction following | 1 | 1 | Feb 21, 2026 |
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| Disentanglement (Timbre augmentation) | 1 | 1 | Feb 18, 2026 |
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| Stereo music compression | 1 | 1 | May 8, 2026 |
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| Spatial audio compression | 1 | 1 | May 8, 2026 |
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| Overlapped Speech Recognition | 1 | 1 | Feb 18, 2026 |
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| Spoken Word Recognition | 1 | 1 | Feb 18, 2026 |
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