Speaker-Independent Keyword Spotting on LibriPhrase Hard
97.85AUROCDMA-KWS(2)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DMA-KWS(2)# Params=4.1M, PT (hrs)=1460†, FT (hrs)=14602026.05 | 97.85 | 6.13 | |
| DMA-KWS(2)# Params=4.1M, PT (hrs)=460†, FT (hrs)=4602026.05 | 97.03 | 7.97 | |
| PLCL@ATVenue=ICASSP 25, # Params=40M, PT (hrs)=680,000†, FT (hrs)=4602026.05 | 96.59 | 8.47 | |
| MM-KWS@ATVenue=IS 24, # Params=3.9M, PT (hrs)=0, FT (hrs)=460+417‡2026.05 | 96.25 | 9.3 | |
| W-CTCVenue=IS 25, # Params=3.6M, PT (hrs)=460†, FT (hrs)=4602026.05 | 95.93 | 10.21 | |
| DMA-KWS(1)# Params=4.1M, PT (hrs)=1460†, FT (hrs)=14602026.05 | 95.77 | 10.02 | |
| PLCL@TVenue=ICASSP 25, # Params=40M, PT (hrs)=680,000†, FT (hrs)=4602026.05 | 95.56 | 9.96 | |
| MM-KWS@TVenue=IS 24, # Params=3.9M, PT (hrs)=0, FT (hrs)=460+417‡2026.05 | 95.36 | 10.41 | |
| DMA-KWS(1)# Params=4.1M, PT (hrs)=460†, FT (hrs)=4602026.05 | 95.33 | 10.78 | |
| AdaKWS-SmallVenue=ICASSP 24, # Params=109M, PT (hrs)=1800†, FT (hrs)=4602026.05 | 95.09 | 11.48 | |
| SLiCKVenue=ICASSP 25, # Params=0.6M, PT (hrs)=460†, FT (hrs)=4602026.05 | 94.9 | 11.1 | |
| AdaKWS-TinyVenue=ICASSP 24, # Params=15M, PT (hrs)=1800†, FT (hrs)=4602026.05 | 93.75 | 13.47 | |
| CEDVenue=ICASSP 24, # Params=3.6M, PT (hrs)=460†, FT (hrs)=4602026.05 | 92.7 | 14.4 | |
| ADMLVenue=IS 25, # Params=1.8M, PT (hrs)=4600*, FT (hrs)=02026.05 | 88.71 | 20.09 | |
| PhonMatchNetVenue=IS 23, # Params=0.7M, PT (hrs)=110,000*, FT (hrs)=4602026.05 | 88.52 | 18.82 | |
| EMKWSVenue=IS 23, # Params=3.7M, PT (hrs)=460†, FT (hrs)=4602026.05 | 84.21 | 23.36 | |
| CTCATVenue=IS 24, # Params=0.2M, PT (hrs)=0, FT (hrs)=4602026.05 | 77.1 | 29.63 | |
| CLADVenue=ICASSP 24, # Params=3.6M, PT (hrs)=460*, FT (hrs)=02026.05 | 76.15 | 30.3 | |
| CMCDVenue=IS 22, # Params=0.7M, PT (hrs)=0, FT (hrs)=4602026.05 | 73.58 | 32.9 | |
| DONUTVenue=ICASSP 21, # Params=-, PT (hrs)=0, FT (hrs)=4602026.05 | 62.55 | 41.95 | |
| TripletVenue=IS 19, # Params=-, PT (hrs)=0, FT (hrs)=4602026.05 | 54.88 | 44.36 |