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:
Summary / Abstract:

LTReikšminiai žodžiai: Automatinis kalbos atpažinimas; Galutinis apdorojimas; Pagrindinė sritis; Po-apdorojimo; Skyrybos atkūrimas; Automatic speech recognition; General domain; Post-processing; Punctuation restoration.

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. [From the publication]

DOI:
ISBN:
9781614999119
ISSN:
0922-6389; 9781614999126; 1879-8314
Related Publications:
CLARIN-LT: home for Lithuanian language resources / Rūta Petrauskaitė, Darius Amilevičius, Virginijus Dadurkevičius, Tomas Krilavičius, Gailius Raškinis, Andrius Utka, Jurgita Vaičenonienė. CLARIN: the infrastructure for language resources / edited by Darja Fišer and Andreas Witt Berlin : De Gruyter, 2022. P. 511-535.
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https://www.lituanistika.lt/content/80865
Updated:
2020-04-24 06:53:57
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