OpenCodePapers

spoken-language-understanding-on-snips

Dialogue UnderstandingSpoken Language Understanding
Dataset Link
Results over time
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Leaderboard
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PaperCodeAccuracy (%)ModelNameReleaseDate
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link90.2Finstreder (Conformer, character-based) optimized2024-02-11
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link89.9Finstreder (Conformer) optimized2024-02-11
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link89.3Slungt (Conformer)2024-02-11
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link89.0Finstreder (Conformer, character-based)2022-06-29
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link88.0Finstreder (Conformer)2022-06-29
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries✓ Link88.0Slungt (Conformer, character-based)2024-02-11
Jaco: An Offline Running Privacy-aware Voice Assistant✓ Link85.4Quartznet + Rasa2021-03-03
Exploring Transfer Learning For End-to-End Spoken Language Understanding84.9AT-AT2020-12-15
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models✓ Link84.8Finstreder (Quartznet)2022-06-29
Spoken Language Understanding on the Edge✓ Link84.2Snips2018-10-30
Spoken Language Understanding on the Edge✓ Link79.3Google2018-10-30
Jaco: An Offline Running Privacy-aware Voice Assistant✓ Link79.2Alexa2021-03-19
Using Speech Synthesis to Train End-to-End Spoken Language Understanding Models✓ Link71.4Real + synthetic2019-10-21
Jaco: An Offline Running Privacy-aware Voice Assistant✓ Link54.5Houndify2020-12-20
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