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蛋鸡发声音频数据库的构建与应用
  • ISSN号:1002-6819
  • 期刊名称:农业工程学报
  • 时间:2012.12.12
  • 页码:150-156
  • 分类:TP392[自动化与计算机技术—计算机应用技术;自动化与计算机技术—计算机科学与技术] S811.8[农业科学—畜牧学;农业科学—畜牧兽医]
  • 作者机构:[1]中国农业大学水利与土木工程学院,农业部设施农业工程重点实验室,北京100083, [2]中国农业大学网络中心,北京100083
  • 相关基金:国家自然科学基金资助项目(31072066); 公益性行业(农业)科研专项经费项目(201003011); 国家现代农业(蛋鸡)产业技术体系(CARS-41)
  • 相关项目:蛋鸡发声行为特征识别及其数字化表达方法研究
中文摘要:

蛋鸡发声含有丰富的机体信息,充分挖掘其声学特性,并利用其无接触、无应激的优点,为建立基于发声信息的蛋鸡养殖远程监测平台提供基础依据。该研究借助音频数字化处理技术和数据库管理平台,以海兰褐蛋鸡为例,搭建系统分别采集其在小规模(5只)饲养条件下的叫声信息及其体态行为。运用音频处理软件Adobe Auditionv1.0和音频分析软件Praat5.3提取蛋鸡发声特征参数,包括持续时间、基音频率、频谱质心、共振峰及其衍生的统计值,以此构建出蛋鸡发声音频数据库,在此基础上分别选取蛋鸡产蛋行为发声、鸣唱声和鸣叫声等典型发声行为对比分析。结果表明,蛋鸡产蛋行为发声与鸣唱声均为多次重复的、有节奏的、短促的音节所构成(称其为句子),前者先抑后扬、后者先扬后抑,句子的音节个数分别是7.8±2.0、15.2±7.7,但其时频域特征间存在着显著差异(P〈0.05),与鸣叫声相比,其发声特征参数如频谱质心、共振峰等有着显著差异。研究表明,掌握蛋鸡发声的含义,有助于了解其行为特性、机体状态以及种群间的信息传递,并为蛋鸡行为特征识别与数字化监测平台的构建提供数据支持。

英文摘要:

Particular states of mood or emotion of laying hens may be accompanied by specific behaviors, vocalization being one of them. Taking advantages of non-invasive monitoring of sound analysis, relevant acoustic features and modern techniques will promote to establish a remote-monitoring platform for laying hens' management. State-of-art digitalization tools and database management technologies were used to the research of behavioral observation and audio analysis. The animals used in this experiment were 5 laying hens (Hy-Line Variety Brown, U.S. standard) and were housed in a feed anticipating condition. During 28 April--30 April 2012, the vocalizations of laying hens were recorded in early morning. A NI-PXI platform integrated with sound sensors were used for all the recordings. The acoustic features including duration of call, pitch, energy center of call, formants and the derivatives were derived using Adobe Audition vl.0 and Praat 5.3. All the features were calculated and written in audio database of laying hens (ADLH). In terms of egg laying, song and call of laying hens, the vocalizations were formed with repeated transient syllables at 7.8~2.0, 15.2~7.7 respectively. Significant differences (P〈0.05) were found between duration of call, maximum and minimum frequencies of the verse. With reference to the syllable structure of the vocalizations of laying hens, the acoustic features including energy center, the first formant and the second formant were significantly differed. Pitch of the calls was in the range of 400-500 Hz. Occurrence of the song of laying hens was determined by their emotion and behaviors, and was characterized by walking (43.1%), searching (48.6%), and dust bathing (8.3%). Results indicate that analysis of vocalizations could be an indicator of different physiological conditions and behavior contexts of laying hens and may be an important tool for understanding communications among them. This study will offer an acoustic solution, automatic recognition and digital

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期刊信息
  • 《农业工程学报》
  • 北大核心期刊(2011版)
  • 主管单位:中国科学技术协会
  • 主办单位:中国农业工程学会
  • 主编:朱明
  • 地址:北京朝阳区麦子店街41号
  • 邮编:100125
  • 邮箱:tcsae@tcsae.org
  • 电话:010-59197076 59197077 59197078
  • 国际标准刊号:ISSN:1002-6819
  • 国内统一刊号:ISSN:11-2047/S
  • 邮发代号:18-57
  • 获奖情况:
  • 百种中国杰出学术期刊,中国精品科技期刊,中国科协精品科技期刊工程项目期刊,RCCSE中国权威学术期刊
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),英国农业与生物科学研究中心文摘,荷兰文摘与引文数据库,美国工程索引,美国剑桥科学文摘,日本日本科学技术振兴机构数据库,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),英国食品科技文摘,中国北大核心期刊(2000版)
  • 被引量:93231