Speaker-Independent Keyword Spotting on Qualcomm Keyword Speech (Qcomm)
99.9AUROCDMA-KWS(2)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DMA-KWS(2)# Params=4.1M, PT (hrs)=1460†, FT (hrs)=14602026.05 | 99.9 | 1.52 | |
| DMA-KWS(1)# Params=4.1M, PT (hrs)=1460†, FT (hrs)=14602026.05 | 99.84 | 1.62 | |
| DMA-KWS(1)# Params=4.1M, PT (hrs)=460†, FT (hrs)=4602026.05 | 99.78 | 2.17 | |
| MM-KWS@ATVenue=IS 24, # Params=3.9M, PT (hrs)=0, FT (hrs)=460+417‡2026.05 | 99.74 | 2.15 | |
| MM-KWS@TVenue=IS 24, # Params=3.9M, PT (hrs)=0, FT (hrs)=460+417‡2026.05 | 99.71 | 2.31 | |
| DMA-KWS(2)# Params=4.1M, PT (hrs)=460†, FT (hrs)=4602026.05 | 99.18 | 3.74 | |
| PhonMatchNetVenue=IS 23, # Params=0.7M, PT (hrs)=110,000*, FT (hrs)=4602026.05 | 98.9 | 4.75 | |
| CMCDVenue=IS 22, # Params=0.7M, PT (hrs)=0, FT (hrs)=4602026.05 | 94.51 | 12.15 | |
| TripletVenue=IS 19, # Params=-, PT (hrs)=0, FT (hrs)=4602026.05 | 66.44 | 38.72 | |
| DONUTVenue=ICASSP 21, # Params=-, PT (hrs)=0, FT (hrs)=4602026.05 | 50.13 | 49.13 |