This paper presents work in progress for the creation of a Large Vocabulary Automatic Speech Recogniser for Italian using NVIDIA NeMo. Thanks to this package, we were able to build a reliable recogniser for adults' speech by fine tuning the English model provided by NVIDIA and rescoring it with powerful neural language models, obtaining very good performances. The lack of a standard, reliable and publicy available baseline for Italian motivated this work.
Playing with NeMo for building an automatic speech recogniser for Italian / Tamburini F.. - ELETTRONICO. - 3033:(2021), pp. 1-7. (Intervento presentato al convegno 8th Italian Conference on Computational Linguistics, CLiC-it 2021 tenutosi a Milano nel 29 giugno - 1 luglio 2022).
Playing with NeMo for building an automatic speech recogniser for Italian
Tamburini F.
2021
Abstract
This paper presents work in progress for the creation of a Large Vocabulary Automatic Speech Recogniser for Italian using NVIDIA NeMo. Thanks to this package, we were able to build a reliable recogniser for adults' speech by fine tuning the English model provided by NVIDIA and rescoring it with powerful neural language models, obtaining very good performances. The lack of a standard, reliable and publicy available baseline for Italian motivated this work.| File | Dimensione | Formato | |
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