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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 |
|---|---|---|---|---|
| ERN EEG Decoding | 1 | 1 | Jun 5, 2026 | |
| Audio Regression | 1 | 1 | Jun 8, 2026 | |
| Auditory Understanding | 1 | 1 | Jun 8, 2026 | |
| Multilingual Speech Synthesis | 1 | 1 | Jun 8, 2026 | |
| Overall Audio-Visual Question Answering | 1 | 2 | Feb 18, 2026 | |
| Speech Emotion Conversion | 1 | 1 | Jun 8, 2026 | |
| Word Error Rate | 1 | 1 | Feb 21, 2026 | |
| Audio Event Replacement | 1 | 1 | Jun 8, 2026 | |
| Speech-to-Text Reply Quality | 1 | 1 | Jun 9, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Singing Assessment | 1 | 1 | Feb 21, 2026 |
|---|
| Multimedia Audio Reasoning | 1 | 1 | Jun 9, 2026 |
|---|
| Utterance-level Audio Aesthetics Prediction | 1 | 1 | Feb 21, 2026 |
|---|
| System-level Audio Aesthetics Prediction | 1 | 1 | Feb 21, 2026 |
|---|
| Incremental Audio Classification | 1 | 1 | Jun 9, 2026 |
|---|
| Sentence Prosody Assessment | 1 | 1 | Jun 9, 2026 |
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| Phoneme Accuracy Assessment | 1 | 1 | Jun 9, 2026 |
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| Multi-Shot Audio-Video Generation | 1 | 1 | Jun 9, 2026 |
|---|
| Multi-shot cinematic audio-video generation | 1 | 1 | Jun 9, 2026 |
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| Silent Speech Interface Recognition and Synthesis | 1 | 1 | Jun 9, 2026 |
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| MOS Prediction | 1 | 1 | Feb 21, 2026 |
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| Respiratory Disease Recognition (Covid) | 1 | 1 | Jun 11, 2026 |
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| Music Impression | 1 | 1 | Jun 11, 2026 |
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| Multi-instrument Automatic Music Transcription | 1 | 1 | Feb 18, 2026 |
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| Face-voice association | 1 | 1 | Feb 21, 2026 |
|---|