Personalized Keyword Spotting on LibriPhrase Easy
5.71C-KWS FRR @ 1%ZP-KWS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ZP-KWSAblation Configuration=w/o Calibrated Linear Layer2026.06 | 5.71 | 2.46 | 59 | 5.62 | 2.42 | 57 | 32.39 | 15.24 | 16.78 | |
| ZP-KWSAblation Configuration=w/o GE2E Pre-training2026.06 | 5.83 | 2.45 | 43 | 7.78 | 2.69 | 83 | 73.42 | 18.02 | 32.49 | |
| ZP-KWSAblation Configuration=Full model2026.06 | 6.72 | 2.38 | 43 | 6.57 | 2.36 | 38 | 29.47 | 8.16 | 6.93 | |
| ZP-KWSAblation Configuration=w/o Phoneme Supervision2026.06 | 8.15 | 2.88 | 62 | 9.27 | 2.69 | 54 | 28.89 | 7.92 | 6.57 | |
| PhonMatchNetAblation Configuration=Baseline2026.06 | 10.48 | 3.34 | 90 | 10.54 | 3.36 | 88 | 97 | 25.16 | 70.24 | |
| PK-MTLAblation Configuration=Baseline2026.06 | 12.48 | 3.46 | 78 | 11.43 | 3.35 | 71 | 72.79 | 17.74 | 28.94 |