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Towards the first dictation system for Latvian language

  • Tilde Company

Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research › peer-review

2 Citations (Scopus)

Abstract

In this paper, we introduce the first dictation system for the Latvian language. We present its main features, the details of the automatic speech recognition (ASR) system used in this service, software architecture, and an evaluation of recognition quality. The service will provide Latvian-speaking people with the opportunity to dictate text in Latvian into their computers. The presented system achieved a word error rate (WER) of 23.86% in evaluation of dictation scenario, which is a good result for a system in the beta stage.

Original languageEnglish
Title of host publicationHuman Language Technologies - The Baltic Perspective
Subtitle of host publicationProceedings of the 7th International Conference, Baltic HLT 2016
EditorsInguna Skadina, Roberts Rozis
PublisherIOS Press BV
Pages66-73
Number of pages8
ISBN (Electronic)9781614997009
DOIs
Publication statusPublished - 2016
Externally publishedYes
Event7th International Conference on Human Language Technologies - The Baltic Perspective, Baltic HLT 2016 - Riga, Latvia
Duration: 6 Oct 2016 → 7 Oct 2016

Publication series

NameFrontiers in Artificial Intelligence and Applications
Volume289
ISSN (Print)0922-6389
ISSN (Electronic)1879-8314

Conference

Conference7th International Conference on Human Language Technologies - The Baltic Perspective, Baltic HLT 2016
Country/TerritoryLatvia
CityRiga
Period6/10/16 → 7/10/16

Keywords

  • Dictation systems
  • Language model adaptation
  • Latvian
  • Speech recognition corpus

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