OpenCodePapers

spoken-language-understanding-on-snips-smartspeaker

DialogueDialogue UnderstandingSpoken Language Understanding
Dataset Link
Results over time
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PaperCodeAccuracy-EN (%)Accuracy-FR (%)ModelNameReleaseDate
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link90.4590.60Slungt Optimized2026-09-21
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link87.986.5Finstreder (Conformer, character-based)2022-06-29
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link84.786.8Slungt (Conformer, character-based)2024-02-11
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link81.180.6Finstreder (Conformer) optimized2024-02-11
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link80.478.3Finstreder (Conformer)2022-06-29
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link79.177.8Slungt (Conformer)2024-02-11
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link77.677.8Finstreder (Quartznet)2022-06-29
Spoken Language Understanding on the Edge✓ Link68.775.1Snips2018-10-30
Jaco: An Offline Running Privacy-aware Voice Assistant✓ Link62.748.0Quartznet + Rasa2021-03-03
Spoken Language Understanding on the Edge✓ Link47.842.3Google2018-10-30
Jaco: An Offline Running Privacy-aware Voice Assistant✓ Link45.588.9Alexa2021-03-19
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