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基于语音识别技术的图书移动检索系统的研究与实现 被引量:2

Research and Implementation of Books Mobile Retrieval System Based on Speech Recognition Technology
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摘要 智能手机越来越普及,为读者提供移动图书检索服务带来了很大的方便。将语音识别技术应用到移动检索中,可以减轻读者的输入难度,进一步提升读者的检索体验。文章提出一种基于语音识别技术的图书移动检索系统框架以及一种基于图书检索定制的语音识别服务优化方案。分析了该方案与基于语音输入法和基于语音识别云二种方案的优劣。在此基础上,提出了一种基于HTK、SRILM、JUICER三个开源项目来构建的具体实施方案。 Intelligent mobile phone becomes more and more popular,providing mobile book search service can bring great convenience for the readers.With the help of speech recognition technology,it is easier for the user to input search request on the mobile phone and the user with get better experience.This paper presents a framework of book retrieval system on the mobile device based on speech recognition technology.In order to improve the accuracy rate of speech recognition service,a solution is proposed.Compared with the solution based on the voice input method and the solution based on the speech recognition cloud,the advantages of the solution proposed are analyzed.At the end,an implementation scheme based on open source projects such as HTK,SRILM,JUICER is put forward.
作者 李翠侠
出处 《图书馆学研究》 CSSCI 2015年第5期41-44,共4页 Research on Library Science
关键词 图书移动检索 语音识别 语言模型 声学模型 解码器 books mobile search speech recognition language model acoustic model decoder
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  • 1Shikha Gupta, Jafreezal Jaafar, Wan Fatimah wan Ahmad and Arpit Bansal. Feature Extraction Using MFCC [J]. Signal & Image Processing, 2013 (4) :101-107.
  • 2Cyril Allauzen, Mehryar Mohri, Brian Roark, and Michael Riley. A Generalized Construction of Integrated Speech Recognition Transducers [C] .2004, Montreal, Quebec, Canada= Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004) .
  • 3Mehryar Mohri, Fernando Pereira, Michael Riley. Speech Recognition with Weighted finite-State Transducers [ J ]. Springer Handbook on Speech Processing and Speech Communication, 2008:559 -584.
  • 4S. J. Young, N. H. Russell, Thornton. Token Passing= A Simple Conceptual Model for Connected Speech Recognition System [J]. Cambridge University Engineering Dept, Technical Report: CUED/F-INFENG/TR38, July 31 1989:1 -23.
  • 5Steve Young, Gunnar Evermann, Mark Gales ect. The HTK Book http= //htk. eng. cam. ac. uk/docs/docs, shtml. Cambridge University Engineering Department. 2009.
  • 6Berlin Chen. Introduction to SRILM Toolkit [ EB/OL]. [2014- 10 -121. http: //www- speech, sri. com/projects/srilm.
  • 7Darren M, Dines J, Doss M M, et al. Juicer: A Weighted Finite-State Transducer Speech Decoder [C]. Machine Learning for Multimodal Interaction, 2006 : 285 - 296.

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