Personalized Keyword Spotting on Qualcomm
23.19C-KWS FRR@1%ZP-KWS
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ZP-KWSAblation Configuration=Full model2026.06 | 23.19 | 6.88 | 4.37 | 17.97 | 5.67 | 2.52 | 33.12 | 8.81 | 7.94 | |
| PK-MTLAblation Configuration=Baseline2026.06 | 24.57 | 8.88 | 8.2 | 23.04 | 8.55 | 7.65 | 55.71 | 13.73 | 16.34 | |
| ZP-KWSAblation Configuration=w/o Calibrated Linear Layer2026.06 | 29.04 | 8.3 | 6.82 | 24.71 | 8.03 | 6.82 | 35.96 | 15 | 23.1 | |
| PhonMatchNetAblation Configuration=Baseline2026.06 | 39.18 | 8.67 | 7.41 | 38.53 | 9.04 | 8.08 | 93.12 | 16.06 | 35.66 | |
| ZP-KWSAblation Configuration=w/o GE2E Pre-training2026.06 | 40.47 | 9.38 | 8.58 | 69.77 | 8.29 | 5.91 | 67.44 | 9.65 | 9.54 | |
| ZP-KWSAblation Configuration=w/o Phoneme Supervision2026.06 | 41.3 | 10.81 | 11.8 | 41.98 | 8.77 | 8.12 | 43.64 | 10.51 | 11.02 |