Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries

Benchmark Model Rank Results
spoken-language-understanding-on-fluentSlungt (Conformer + AMT, character-based)#4Accuracy (%): 99.7
spoken-language-understanding-on-fluentSlungt (Conformer, character-based)#8Accuracy (%): 99.2
spoken-language-understanding-on-fluentSlungt (Conformer)#11Accuracy (%): 98.3
spoken-language-understanding-on-snips-smartlightsSlungt Optimized#1Accuracy (%): 91.21
spoken-language-understanding-on-snips-smartlightsFinstreder (Conformer, character-based) optimized#2Accuracy (%): 90.2
spoken-language-understanding-on-snips-smartlightsFinstreder (Conformer) optimized#3Accuracy (%): 89.9
spoken-language-understanding-on-snips-smartlightsSlungt (Conformer)#4Accuracy (%): 89.3
spoken-language-understanding-on-snips-smartlightsSlungt (Conformer, character-based)#7Accuracy (%): 88.0
spoken-language-understanding-on-snips-smartspeakerSlungt Optimized#1Accuracy-EN (%): 90.45Accuracy-FR (%): 90.60
spoken-language-understanding-on-snips-smartspeakerSlungt (Conformer, character-based)#3Accuracy-EN (%): 84.7Accuracy-FR (%): 86.8
spoken-language-understanding-on-snips-smartspeakerFinstreder (Conformer) optimized#4Accuracy-EN (%): 81.1Accuracy-FR (%): 80.6
spoken-language-understanding-on-snips-smartspeakerSlungt (Conformer)#6Accuracy-EN (%): 79.1Accuracy-FR (%): 77.8
spoken-language-understanding-on-timers-and-suchSlungt Optimized#3Accuracy (%): 93.3
spoken-language-understanding-on-timers-and-suchSlungt#4Accuracy (%): 92.5