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Models/Finstreder (Conformer, character-based)

Finstreder (Conformer, character-based)

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Speech6 results

DialogueonSnips-SmartSpeaker
Accuracy-EN (%)· 2022-06-29
87.9
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
DialogueonSnips-SmartSpeaker
Accuracy-FR (%)· 2022-06-29
86.5
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
DialogueonSnips-SmartLights
Accuracy (%)· 2022-06-29
89
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
Spoken Language UnderstandingonSnips-SmartSpeaker
Accuracy-EN (%)· 2022-06-29
87.9
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
Spoken Language UnderstandingonSnips-SmartSpeaker
Accuracy-FR (%)· 2022-06-29
86.5
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
Spoken Language UnderstandingonSnips-SmartLights
Accuracy (%)· 2022-06-29
89
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589

Natural Language Processing3 results

Dialogue UnderstandingonSnips-SmartSpeaker
Accuracy-EN (%)· 2022-06-29
87.9
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
Dialogue UnderstandingonSnips-SmartSpeaker
Accuracy-FR (%)· 2022-06-29
86.5
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589
Dialogue UnderstandingonSnips-SmartLights
Accuracy (%)· 2022-06-29
89
SOTA
Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models arXiv:2206.14589