Zero-shot Keyword Spotting on LibriPhrase Hard High phonetic confusion (train-other-500)
93.58AUCMALEFA (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MALEFA (Ours)# Params=0.7M2026.04 | 93.58 | 13.91 | |
| CED# Params=4.6M2026.04 | 92.7 | 14.7 | |
| ADML# Params=1.8M2026.04 | 88.71 | 20.09 | |
| PhonMatchNet# Params=0.7M2026.04 | 88.52 | 18.82 | |
| MALEFA w/o UCL# Params=0.7M2026.04 | 88.06 | 19.9 | |
| MALEFA w/o PCL# Params=0.7M2026.04 | 87.64 | 20.29 | |
| MALEFA w/o FA# Params=0.7M2026.04 | 86.47 | 21.1 | |
| CLAD# Params=2.2M2026.04 | 76.15 | 30.3 | |
| CMCD# Params=–2026.04 | 73.58 | 32.9 |