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机车声纹特征事件识别研究 被引量:2

Research on Events Identification of Locomotive by Voiceprint Characteristics
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摘要 对HX_(D)2型机车机械间进行声学信号采集,确定机车运行正常工况条件下机械间内的声学信号类型,对典型声信号和声事件的信号特点进行分析归纳。实测数据分析表明,在HX_(D)2型机车机械间内采集声信号条件较好,对各典型声事件信号段进行标记提取,利用声纹特征可有效识别出风机、电笛、减速排气等声事件。 With acoustic signals collected from the machine room of HX_(D)2 locomotive,the type of acoustic signals is determined in the machine room under normal operation conditions of the locomotive,and the signal characteristics of typical acoustic signals and events are analyzed and summarized.The analysis of measured data shows that the conditions for collecting acoustic signals are good in the machinery room of HX_(D)2 locomotive.With the signal sections of typical acoustic events marked and extracted,the acoustic events such as fan,electric whistle and deceleration exhaust can be effectively identified by their voiceprint characteristics.
作者 陈科林 宋明龙 邢子龙 CHEN Kelin;SONG Minglong;XING Zilong(Locomotive Department,China Railway Lanzhou Group Co Ltd,Lanzhou Gansu 730000,China;Lanzhou Xi Locomotive Depot,China Railway Lanzhou Group Co Ltd,Lanzhou Gansu 730000,China;Beijing Ensonic Technology Co Ltd,Beijing 100089,China)
出处 《中国铁路》 2022年第6期86-93,共8页 China Railway
关键词 HX_(D)2型机车 声信号 声事件 声纹特征 声纹测试 声纹识别 HX_(D)2 locomotive acoustic signals acoustic events voiceprint characteristics voiceprint test voiceprint identification
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