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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 |
|---|---|---|---|---|
| Speaker Description | 2 | 1 | Feb 18, 2026 | |
| Joint Diarization and Speech Separation | 2 | 1 | Feb 21, 2026 | |
| Meeting Recognition | 1 | 1 | Feb 21, 2026 | |
| Four-way emotion classification | 1 | 1 | Feb 18, 2026 | |
| Continual Learning for Automatic Speech Recognition | 1 | 1 | Feb 21, 2026 | |
| Sentiment Preservation | 1 | 1 | Feb 18, 2026 | |
| Text-enrolled Keyword Spotting | 1 | 1 | Feb 21, 2026 | |
| Subjective Speech Quality and Intelligibility Assessment | 1 | 1 | Feb 21, 2026 | |
| Simultaneous Speech-to-Text Translation |
| 1 |
| 1 |
| Feb 27, 2026 |
| Stereo-to-7.1.4 audio generation | 1 | 1 | Feb 21, 2026 |
|---|
| Speech Naturalness ABX Test (NABX) | 1 | 1 | Feb 21, 2026 |
|---|
| Speaker Similarity ABX Test (SABX) | 1 | 1 | Feb 21, 2026 |
|---|
| Lyrics-to-vocals | 1 | 1 | Feb 18, 2026 |
|---|
| Automatic Video-Speech Recognition | 1 | 1 | Feb 21, 2026 |
|---|
| Prompt-based lyrics-to-vocals | 1 | 1 | Feb 18, 2026 |
|---|
| Empathy-oriented Speech-to-Speech Dialogue | 1 | 1 | Feb 21, 2026 |
|---|
| Audio emotion recognition | 1 | 2 | Feb 18, 2026 |
|---|
| Vocal Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Accompaniment-to-song | 1 | 1 | Feb 18, 2026 |
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| Inter-zone Isolation (IZI) | 1 | 1 | Feb 21, 2026 |
|---|
| Inter-program Isolation (IPI) | 1 | 1 | Feb 21, 2026 |
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| Audio-Visual Sound Separation | 1 | 1 | Feb 18, 2026 |
|---|
| Crosstalk Cancellation (XTC) | 1 | 1 | Feb 21, 2026 |
|---|
| Automatic Speech Recognition (En) | 1 | 1 | Feb 21, 2026 |
|---|
| Automatic Speech Recognition (Ko) | 1 | 1 | Feb 21, 2026 |
|---|