LibriPhrase
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Keyword Spotting | LibriPhrase Easy (LPE) | EER0.45 | 51 | |
| Keyword Spotting | LibriPhrase Hard (LPH) | EER0.0752 | 25 | |
| Speaker-Independent Keyword Spotting | LibriPhrase Hard | AUROC97.85 | 21 | |
| Open-vocabulary keyword spotting | LibriPhrase easy | EER0.0132 | 11 | |
| User-defined keyword spotting | LibriPhrase Balanced (combined) | AUC98.06 | 9 | |
| User-defined keyword spotting | LibriPhrase LPE (easy) | AUC99.98 | 9 | |
| User-defined keyword spotting | LibriPhrase LPH hard | AUC96.54 | 9 | |
| Zero-shot Keyword Spotting | LibriPhrase Hard High phonetic confusion (train-other-500) | AUC93.58 | 9 | |
| Zero-shot Keyword Spotting | LibriPhrase Easy (LPE) Low phonetic confusion other-500 (train) | AUC99.98 | 9 | |
| Personalized Keyword Spotting | LibriPhrase Hard | C-KWS FRR@1%80.59 | 6 | |
| Personalized Keyword Spotting | LibriPhrase Easy | C-KWS FRR @ 1%5.71 | 6 | |
| Open-vocabulary keyword spotting | LibriPhrase hard | EER13.7 | 6 | |
| Keyword Spotting | LibriPhrase (LPH + LPE)/2 (balanced) | AUC98.73 | 5 | |
| Open Vocabulary Keyword Spotting | LibriPhrase LPH | AUC89.46 | 5 | |
| Text-enrolled Keyword Spotting | LibriPhrase hard | EER20.06 | 5 |
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