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A method for determining specifically relevant acoustic features of acoustic signals for the analysis of unknown sound signals a sound generation

机译:一种用于确定声学信号的特定相关声学特征以分析未知声音信号的方法

摘要

A method for detecting acoustic features of acoustic signals which the presence or absence of a property of the acoustic signal or sound generator, characterized by the separate machining of two groups of acoustic signals in at least the steps of:1.) Detection of the sound signals and transfer into a computer readable audio - files, or transfer of a previously taken sound signal in the form of an audio file;2.) Generating a frequency spectrum of each sound signal;3.) Generation of predictors on the basis of the spectra of the two groups on the basis of the energy components in the selected frequency bands, wherein in each case takes place fora) the total - spectra and / orb) the tonal proportions of the spectra,4.) Generation of predictors derived by product formation and relations formation from the predictors;5.) Determination of the for the property of the sounder relevant acoustic features by logistic regression between the two groups with at least one of the under steps 4 and 5 and predictors produced with recovery of predictors derived from regression coefficient for individual predictors and..
机译:一种用于检测具有或不具有声音信号或声音发生器特性的声音信号的声音特征的方法,其特征在于,至少在以下步骤中分别加工两组声音信号:1.)声音的检测信号并传输到计算机可读的音频文件中,或以音频文件的形式传输先前获取的声音信号; 2。)生成每个声音信号的频谱; 3。)基于根据选定频带中的能量分量计算两组频谱,其中每种情况下发生以下情况:a)总频谱-和/或b)频谱的音调比例; 4。)生成由乘积导出的预测变量预测器形成和建立关系; 5。)通过步骤4和5中至少一项进行的两组之间的逻辑回归确定发声器相关声学特征的性质。 d预测变量的恢复所产生的预测变量是从各个预测变量的回归系数得出的。

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