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The performance evaluation of distributed speech recognition for Chinese digits

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

Abstract

Distributed speech recognition (DSR) based on client-server mode means that the recognizer front-end is located in the terminal and is connected over a data network to a remote back-end recognition server. In this paper, we evaluate the distributed speech system in the client-server framework based on the ETSI AURORA platform for Chinese digit recognition and compare the performance of client-server mode with the server-only mode where speech is transmitted by using the GSM AMR encoder and all recognition processing is done at the server side. The recognition result shows that without consideration of channel error the DSR system based on client-server mode can achieve satisfactory recognition accuracy and the lowest hit rate in comparison with sever-only mode.

Original languageEnglish
Title of host publicationProceedings - 17th International Conference on Advanced Information Networking and Applications, AINA 2003
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages151-154
Number of pages4
ISBN (Electronic)0769519067
DOIs
Publication statusPublished - 2003
Event17th International Conference on Advanced Information Networking and Applications, AINA 2003 - Xi'an, China
Duration: 27 Mar 200329 Mar 2003

Publication series

NameProceedings - International Conference on Advanced Information Networking and Applications, AINA
Volume2003-January
ISSN (Print)1550-445X

Conference

Conference17th International Conference on Advanced Information Networking and Applications, AINA 2003
Country/TerritoryChina
CityXi'an
Period27/03/0329/03/03

Keywords

  • Bit rate
  • GSM
  • Network servers
  • Speech analysis
  • Speech codecs
  • Speech coding
  • Speech processing
  • Speech recognition
  • Telecommunication standards
  • Web server

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