OpenCodePapers
spoken-language-understanding-on-snips-smartlights
Dialogue
Dialogue Understanding
Spoken Language Understanding
Dataset Link
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Paper
Code
Accuracy (%)
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ModelName
ReleaseDate
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Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries
✓ Link
91.21
Slungt Optimized
2026-09-21
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries
✓ Link
90.2
Finstreder (Conformer, character-based) optimized
2024-02-11
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries
✓ Link
89.9
Finstreder (Conformer) optimized
2024-02-11
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries
✓ Link
89.3
Slungt (Conformer)
2024-02-11
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
✓ Link
89.0
Finstreder (Conformer, character-based)
2022-06-29
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
✓ Link
88.0
Finstreder (Conformer)
2022-06-29
Slungt: Even Faster Spoken Language Understanding with N-Grams and Tries
✓ Link
88.0
Slungt (Conformer, character-based)
2024-02-11
Jaco: An Offline Running Privacy-aware Voice Assistant
✓ Link
85.4
Quartznet + Rasa
2021-03-03
Exploring Transfer Learning For End-to-End Spoken Language Understanding
84.9
AT-AT
2020-12-15
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
✓ Link
84.8
Finstreder (Quartznet)
2022-06-29
Spoken Language Understanding on the Edge
✓ Link
84.2
Snips
2018-10-30
Spoken Language Understanding on the Edge
✓ Link
79.3
Google
2018-10-30
Jaco: An Offline Running Privacy-aware Voice Assistant
✓ Link
79.2
Alexa
2021-03-19
Using Speech Synthesis to Train End-to-End Spoken Language Understanding Models
✓ Link
71.4
Real + synthetic
2019-10-21
Jaco: An Offline Running Privacy-aware Voice Assistant
✓ Link
54.5
Houndify
2020-12-20
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