BERT, AC Pretraining

Reported on 3 benchmarks across 3 tasks · 1 paper

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

Speech2 results

DialogueonFluent Speech Commands
Accuracy (%)· uses extra data· 2021-06-16
99.4
best: 99.8 (Finstreder (Conformer + AMT, character-based))
End-to-End Spoken Language Understanding for Generalized Voice Assistants arXiv:2106.09009
Spoken Language UnderstandingonFluent Speech Commands
Accuracy (%)· uses extra data· 2021-06-16
99.4
best: 99.8 (Finstreder (Conformer + AMT, character-based))
End-to-End Spoken Language Understanding for Generalized Voice Assistants arXiv:2106.09009

Natural Language Processing1 result

Dialogue UnderstandingonFluent Speech Commands
Accuracy (%)· uses extra data· 2021-06-16
99.4
best: 99.8 (Finstreder (Conformer + AMT, character-based))
End-to-End Spoken Language Understanding for Generalized Voice Assistants arXiv:2106.09009