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Building of a Vocabulary for the Automatic Voice-Dictation System

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Text, Speech and Dialogue (TSD 2003)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 2807))

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Abstract

The article describes a process of creation of a large (800K) vocabulary for a voice-dictation system in Czech language. Such a lexicon has special features different from a lexicon intended for text processing because its look-up entry is a phonetic rather than textual form of a word. It should contain most words and word-forms occurring in standard (non-colloquial) spoken language, it should include separate entries for identical written forms if they are pronounced in different way and, on the other hand, it can omit different spelling variations of the same word. The main goal of this study is to propose and compare various strategies of compiling such a large-scale Czech vocabulary with the aim to keep it as small as possible and at the same time to ensure that it covers the maximum of some in advance unknown text. We demonstrate that we can attain a coverage rate above 97% for a wide spectrum of independent texts when we use a set of about 800,000 most frequent word-forms selected from a 136-million-word corpus.

This work has been supported by the Grant Agency of the Czech Republic (grant no. 102/02/0124) and through research goal project MSM 242200001.

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References

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Nejedlová, D., Nouza, J. (2003). Building of a Vocabulary for the Automatic Voice-Dictation System. In: Matoušek, V., Mautner, P. (eds) Text, Speech and Dialogue. TSD 2003. Lecture Notes in Computer Science(), vol 2807. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39398-6_43

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  • DOI: https://doi.org/10.1007/978-3-540-39398-6_43

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20024-6

  • Online ISBN: 978-3-540-39398-6

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