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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 |
|---|---|---|---|---|
| Isolated Word Recognition | 6 | 2 | Jun 19, 2026 | |
| Audio Fingerprinting | 6 | 1 | Mar 26, 2026 | |
| Perceptual Speech Quality Assessment | 6 | 1 | Feb 21, 2026 | |
| Audio compression | 6 | 6 | Jun 11, 2026 | |
| Audio Denoising | 6 | 3 | Jun 23, 2026 | |
| Speech Function Calling | 5 | 1 | Feb 19, 2026 | |
| Music Tagging | 5 | 2 | Jun 25, 2026 | |
| Authenticity Classification | 5 | 1 | Feb 21, 2026 | |
| Long speech understanding and reasoning | 5 | 1 | Feb 27, 2026 | |
| Binary classification (Human vs Machine speech) |
| 5 |
| 1 |
| Mar 4, 2026 |
| Multi-channel Speech Separation | 5 | 2 | Jun 9, 2026 |
|---|
| SASV | 5 | 1 | Feb 21, 2026 |
|---|
| Audio Quality Evaluation | 5 | 4 | May 26, 2026 |
|---|
| Phoneme Classification | 5 | 2 | Apr 7, 2026 |
|---|
| Speech Intelligibility Assessment | 5 | 2 | Feb 25, 2026 |
|---|
| Spoken Language Modeling | 5 | 5 | Apr 28, 2026 |
|---|
| Speech Decoding | 5 | 3 | Mar 4, 2026 |
|---|
| Packet Loss Concealment | 5 | 3 | Jul 3, 2026 |
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| Medical Audio Analysis | 5 | 1 | Mar 4, 2026 |
|---|
| Spoof detection | 5 | 4 | Jul 7, 2026 |
|---|
| Audiovisual Understanding & Reasoning | 5 | 4 | Jun 18, 2026 |
|---|
| Audio Inpainting | 5 | 2 | Jun 12, 2026 |
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| Noise Suppression | 5 | 2 | Feb 18, 2026 |
|---|
| Vocoding | 5 | 3 | Mar 10, 2026 |
|---|
| Phone Feature Recognition | 5 | 2 | Feb 21, 2026 |
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