General-purpose Lithuanian automatic speech recognition system
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Collection:
Mokslo publikacijos / Scientific publications
Document Type:
Knygos dalis / Part of the book
Language:
Anglų kalba / English
Title:
General-purpose Lithuanian automatic speech recognition system
In the Book:
Human language technologies - the Baltic perspective: proceedings of the eighth international conference Baltic HLT 2018. Amsterdam: IOS Press, 2018. P. 150-157. (Frontiers in artificial intelligence and applications ; v. 307)
Subject Category:
Summary / Abstract:
ENThis paper describes the development of a general-purpose automatic speech recognition system for Lithuanian. The system is capable of performing both the transcription of user submitted audio recordings and real-time speech-totext conversion. The comparative evaluation results prove that the presented system outperforms all other ASR systems for the Lithuanian language. The system also includes number and date normalization and is paired with an automatic punctuation restoration model that achieves state-of-the-art results for the Lithuanian language. Importantly, the system is publicly available to any Lithuanian speaker for testing via its web-page and mobile application.
DOI:
ISBN:
9781614999119
ISSN:
0922-6389; 9781614999126; 1879-8314
Related Publications:
CLARIN-LT: home for Lithuanian language resources. CLARIN: the infrastructure for language resources. Berlin : De Gruyter, 2022. P. 511-535.
Permalink:
https://www.lituanistika.lt/content/80865
Updated:
2020-04-24 06:53:57
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