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语音端点检测算法在猪咳嗽检测中的应用研究

马辉栋 刘振宇

山西农业大学学报(自然科学版)2016,Vol.36Issue(6):445-449,5.
山西农业大学学报(自然科学版)2016,Vol.36Issue(6):445-449,5.

语音端点检测算法在猪咳嗽检测中的应用研究

Application of end point detection in pig cough signal detection

马辉栋 1刘振宇1

作者信息

  • 1. 山西农业大学 信息科学与工程学院,山西 太谷 030801
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摘要

Abstract

Aiming at the low efficiency artificial diagnosis in large pig farms ,we had a study on the pig cough sound signal and pro‐posed an automation detection scheme of the pig cough sound .Considering the characteristics of the pig cough sound signal ,we made some improvements of the endpoint detection algorithm which is widely used in speech recognition ,and applied it in the pig cough sound signal detection .The scheme provides the effective signal for the artificial and automated diagnosis of the pig cough related diseases .We verified the scheme in 150 pig cough recordings ,the detection correct rate was above 96% .The error detec‐tion rate was lower than 4% ,so the detection scheme is effective and practical .

关键词

猪咳嗽音检测/端点检测/短时能量/短时过零率

Key words

Pig cough sound detection/End point detection/Short-term energy/Short-term zero crossing rate

分类

信息技术与安全科学

引用本文复制引用

马辉栋,刘振宇..语音端点检测算法在猪咳嗽检测中的应用研究[J].山西农业大学学报(自然科学版),2016,36(6):445-449,5.

基金项目

国家高技术研究发展计划(863计划)(2013AA102306)、山西农业大学科技创新基金 ()

山西农业大学学报(自然科学版)

OACSTPCD

1671-8151

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