Zero-shot Keyword Spotting on LibriPhrase Easy (LPE) Low phonetic confusion other-500 (train)
99.98AUCMALEFA (Ours)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MALEFA (Ours)# Params=0.7M2026.04 | 99.98 | 1.14 | |
| ADML# Params=1.8M2026.04 | 99.86 | 1.33 | |
| CED# Params=4.6M2026.04 | 99.84 | 1.7 | |
| MALEFA w/o UCL# Params=0.7M2026.04 | 99.61 | 2.13 | |
| MALEFA w/o PCL# Params=0.7M2026.04 | 99.42 | 2.63 | |
| PhonMatchNet# Params=0.7M2026.04 | 99.29 | 2.8 | |
| CLAD# Params=2.2M2026.04 | 97.03 | 8.65 | |
| CMCD# Params=–2026.04 | 96.7 | 8.42 | |
| MALEFA w/o FA# Params=0.7M2026.04 | 96.07 | 8.62 |