Lexicon design for transcription of spontaneous voice messages

Michal Gishri, Vered Silber-Varod, Ami Moyal

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Building a comprehensive pronunciation lexicon is a crucial element in the success of any speech recognition engine. The first stage of lexicon design involves the compilation of a comprehensive word list that keeps the Out-Of-Vocabulary (OOV) word rate to a minimum. The second stage involves providing optimized phonemic representations for all lexical items on the list. The research presented here focuses on the first stage of lexicon design - word list compilation, and describes the methodologies employed in the collection of a pronunciation lexicon designed for the purpose of American English voice message transcription using speech recognition. The lexicon design used is based on a topic domain structure with a target of 90% word coverage for each domain. This differs somewhat from standard approaches where probable words from textual corpora are extracted. This paper raises four issues involved in lexicon design for the transcription of spontaneous voice messages: the inclusion of interjections and other characteristics common to spontaneous speech; the identification of unique messaging terminology; the relative ratio of proper nouns to common words; and the overall size of the lexicon.

Original languageEnglish
Title of host publicationProceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010
EditorsDaniel Tapias, Irene Russo, Olivier Hamon, Stelios Piperidis, Nicoletta Calzolari, Khalid Choukri, Joseph Mariani, Helene Mazo, Bente Maegaard, Jan Odijk, Mike Rosner
PublisherEuropean Language Resources Association (ELRA)
Pages1545-1549
Number of pages5
ISBN (Electronic)2951740867, 9782951740860
StatePublished - 2010
Externally publishedYes
Event7th International Conference on Language Resources and Evaluation, LREC 2010 - Valletta, Malta
Duration: 17 May 201023 May 2010

Publication series

NameProceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010

Conference

Conference7th International Conference on Language Resources and Evaluation, LREC 2010
Country/TerritoryMalta
CityValletta
Period17/05/1023/05/10

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