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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 |
|---|---|---|---|---|
| BiLingual Speaker Recognition | 1 | 1 | Jun 4, 2026 | |
| Language Recognition | 1 | 1 | Jun 4, 2026 | |
| Individual Instrument Classification | 1 | 1 | Jun 4, 2026 | |
| Music Genre Recognition | 1 | 1 | Jun 4, 2026 | |
| Text-to-Speaker Retrieval | 1 | 1 | Jun 4, 2026 | |
| Speaker-to-Text Retrieval | 1 | 1 | Jun 4, 2026 | |
| Word-level Visual Speech Recognition | 1 | 1 | Feb 18, 2026 | |
| Audio Attribute Verification | 1 | 1 | Jun 4, 2026 | |
| Singing Voice Source Separation | 1 | 1 | Feb 18, 2026 | |
| Spoken Summarization |
|---|
| 1 |
| 1 |
| Jun 4, 2026 |
| Noisy Speech Separation | 1 | 1 | Jun 4, 2026 |
|---|
| Visual Speech Classification | 1 | 1 | Jun 4, 2026 |
|---|
| Audio-Language Model Evaluation | 1 | 1 | Jun 4, 2026 |
|---|
| Emotional Dialect Synthesis | 1 | 1 | Feb 21, 2026 |
|---|
| Cross-Speaker Emotional Transfer | 1 | 1 | Jun 5, 2026 |
|---|
| Any-to-any Voice Conversion | 1 | 1 | Jun 5, 2026 |
|---|
| Speech Super-Resolution (4 kHz to 44.1 kHz) | 1 | 1 | Feb 21, 2026 |
|---|
| Objective Speech Quality Assessment | 1 | 1 | Jun 5, 2026 |
|---|
| Subjective Speech Intelligibility | 1 | 1 | Feb 18, 2026 |
|---|
| Style-controlled Speech Synthesis | 1 | 1 | Jun 5, 2026 |
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| SSVEP decoding | 1 | 1 | Jun 5, 2026 |
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| Error-related negativity (ERN) decoding | 1 | 1 | Jun 5, 2026 |
|---|
| Cross-View Word Discrimination | 1 | 1 | Feb 21, 2026 |
|---|
| SSVEP EEG Decoding | 1 | 1 | Jun 5, 2026 |
|---|
| Articulatory Feature Detection | 1 | 1 | Feb 18, 2026 |
|---|