Creation of Language Resources for the Development of a Medical Speech Recognition System for Latvian

被引：3
|
作者：
Dargis, Roberts [1 ,2 ]
Gruzitis, Normunds [1 ,2 ]
Auzina, Ilze [1 ,2 ]
Stepanovs, Kaspars [1 ,2 ]
机构：
[1] Univ Latvia, Inst Math & Comp Sci, Riga, Latvia
[2] Riga East Univ Hosp, Riga, Latvia
来源：
HUMAN LANGUAGE TECHNOLOGIES - THE BALTIC PERSPECTIVE (HLT 2020) | 2020年 / 328卷
关键词：
Speech recognition; language resources; medical domain; Latvian language;
D O I：
10.3233/FAIA200615
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper describes an ongoing work on the creation of Latvian language resources for the medical domain focusing on digital imaging to develop a medical speech recognition system for Latvian. The language resources include a pronunciation lexicon, a text corpus for language modelling, and an orthographically transcribed speech corpus for the (i) adaptation of the acoustic model, (ii) evaluation of the speech recognition accuracy, (iii) development and testing of rewrite rules for automatic text conversion to the spoken form and back to the written form. This work is part of a larger industry-driven research project which aims at the development of specific Latvian speech recognition systems for the medical domain.
引用
收藏
页码：135 / 141
页数：7
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