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  • 标题:Developing Telugu Speech Recognition System using Sphinx-4
  • 本地全文:下载
  • 作者:K.Venkataramana ; P.Jayaprakash ; P.S. Nagendra Babu
  • 期刊名称:International Journal of Innovative Research in Science, Engineering and Technology
  • 印刷版ISSN:2347-6710
  • 电子版ISSN:2319-8753
  • 出版年度:2015
  • 期号:NCET
  • 页码:41
  • 出版社:S&S Publications
  • 摘要:Speech is the main communication medium in Human beings. Speech recognition has many applications. Itcan be used to automate many tasks that previously required hands-on human interaction. Many speech recognition systemshave been proposed and developed. Sphinx4 is one such system developed in Java for recognizing English. In this paperhow speech recognition is done is presented briefly and then sphinx4 architecture is explained. This paper aims at installingsphinx4 and testing it. Sphinx4 was used to develop applications for Telugu. This is done by identifying the languagedependent areas of the sphinx4 and their interactions with other parts of the system and then modifying these areas so that itworks for Telugu. Static Dictionary for Telugu words is developed rather than using online „lmtool‟ of CMU. Sphinx4 wasadapted to train and decode for recognizing isolated Telugu words. Continuing in a similar manner, a speech recognitionsystem for Telugu can be developed.
  • 关键词:Melfrequency cepstral coefficients;hidden markov models;lanuage model;n-grams
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