ML Research Wiki / Benchmarks / Spoken Language Understanding / Snips-SmartSpeaker

Snips-SmartSpeaker

Spoken Language Understanding Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: Accuracy-EN (%)

Top Performing Models

Rank Model Paper Accuracy-EN (%) Date Code
1 Finstreder (Conformer, character-based) Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models 87.90 2022-06-29 📦 Jaco-Assistant/Jaco-Master 📦 Jaco-Assistant/finstreder
2 Finstreder (Conformer) Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models 80.40 2022-06-29 📦 Jaco-Assistant/Jaco-Master 📦 Jaco-Assistant/finstreder
3 Finstreder (Quartznet) Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models 77.60 2022-06-29 📦 Jaco-Assistant/Jaco-Master 📦 Jaco-Assistant/finstreder
4 Snips Spoken Language Understanding on the Edge 68.70 2018-10-30 📦 sonos/spoken-language-understanding-research-datasets 📦 CoraJung/flexible-input-slu
5 Google Spoken Language Understanding on the Edge 47.80 2018-10-30 📦 sonos/spoken-language-understanding-research-datasets 📦 CoraJung/flexible-input-slu

All Papers (5)

Jaco-Assistant/Jaco-Master Jaco-Assistant/finstreder
Jaco-Assistant/Jaco-Master Jaco-Assistant/finstreder
Jaco-Assistant/Jaco-Master Jaco-Assistant/finstreder
sonos/spoken-language-understanding-research-datasets CoraJung/flexible-input-slu
sonos/spoken-language-understanding-research-datasets CoraJung/flexible-input-slu