首页> 外国专利> A QUERY BY HUMMING SYSTEM USING PLURAL MATCHING ALGORITHM BASED ON SVM

A QUERY BY HUMMING SYSTEM USING PLURAL MATCHING ALGORITHM BASED ON SVM

机译:基于支持向量机的多元匹配算法的Humming查询

摘要

PURPOSE: A sound source search system and a method combining matching algorithms based on a plurality of SVM searching humming are provided to combine DTW(Dynamic Time Warping), EMD(Earth Mover's Distance) and matching score obtained from LS(Linear Scaling) method thereby providing exact sound source search result. CONSTITUTION: An audio signal analyzer(120) analyzes audio signal and extracts feature value of the audio signal. An audio signal matching searcher(140) uses feature value of corrected audio signal and applies the first and the second matching algorithm and produces the first and the second output value. The audio signal matching searcher uses the first and the second output value as an input and produces similarity measured value and searches and extracts sound source having high similarity based on the produced similarity measured value from sound source data base.
机译:目的:提供一种声源搜索系统和一种基于多个支持向量机搜索嗡嗡声的匹配算法的组合方法,以结合DTW(动态时间规整),EMD(地球移动距离)和从LS(线性标度)方法获得的匹配分数提供准确的声源搜索结果。构成:音频信号分析器(120)分析音频信号并提取音频信号的特征值。音频信号匹配搜索器(140)使用校正后的音频信号的特征值,并应用第一和第二匹配算法,并产生第一和第二输出值。音频信号匹配搜索器使用第一和第二输出值作为输入,并生成相似度测量值,并基于所产生的相似度测量值从声源数据库中搜索并提取具有高相似度的声源。

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