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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 |
|---|---|---|---|---|
| Text-enrolled Keyword Spotting | 1 | 1 | Feb 21, 2026 | |
| ObjectNav (Audio goal) | 1 | 1 | Feb 18, 2026 | |
| Speech Transmission Latency Analysis | 1 | 1 | Feb 21, 2026 | |
| Dysarthria severity classification | 1 | 1 | Feb 21, 2026 | |
| 4-way dialect classification | 1 | 1 | Jun 18, 2026 | |
| Subjective Speech Quality and Intelligibility Assessment | 1 | 1 | Feb 21, 2026 | |
| Dysarthric Speech Naturalness Assessment | 1 | 1 | Jun 18, 2026 | |
| Simultaneous Speech-to-Text Translation | 1 | 1 | Feb 27, 2026 | |
| Cycle-based Classification |
| 1 |
| 1 |
| Jun 11, 2026 |
| Expressive Piano Performance Rendering | 1 | 1 | Feb 21, 2026 |
|---|
| Spoken-Dialect Question Answering | 1 | 1 | Jun 11, 2026 |
|---|
| Audio-driven Lip Synchronization | 1 | 1 | Jun 11, 2026 |
|---|
| Inference Latency Analysis | 1 | 1 | Feb 21, 2026 |
|---|
| Lip-sync Synthesis | 1 | 1 | Jun 11, 2026 |
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| Dimensional Emotion Recognition | 1 | 1 | Feb 18, 2026 |
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| Subjective Emotional Alignment | 1 | 1 | Feb 21, 2026 |
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| Temporal Sound Event Localization | 1 | 1 | Jun 11, 2026 |
|---|
| ObjectNav (Audio) | 1 | 1 | Feb 18, 2026 |
|---|
| Audio Effects Style Transfer | 1 | 1 | Feb 21, 2026 |
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| Objective Audio Quality Evaluation | 1 | 1 | Jun 11, 2026 |
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| Subjective speech reconstruction | 1 | 1 | Feb 21, 2026 |
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| Expressive Performance Rendering | 1 | 1 | Jun 11, 2026 |
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| Polyglot Speaker Identification | 1 | 2 | Jun 15, 2026 |
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| Binary whistle detection | 1 | 1 | Jun 12, 2026 |
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| Phoneme Pronunciation Assessment | 1 | 4 | Feb 19, 2026 |
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