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Audio classification by comparison of feature sections and integrated features to known references

机译:通过将功能部分和集成功能与已知参考进行比较来进行音频分类

摘要

To classify moving images using audio signals. An audio signal is acquired, a section feature relating to an audio frequency distribution is extracted with respect to each of a plurality of sections each having a predetermined length contained in the acquired audio signal, each extracted section feature is compared with each of reference section features to calculate a section similarity indicating a degree of correlation between each section feature and each reference section feature. An integrated feature relating to the plurality of sections and being calculated based on the section similarity calculated with respect to each of the plurality of sections is extracted from the acquired audio signal. The extracted integrated feature is compared with each of one or more reference integrated features, and the audio signal is classified based on comparison result. Then, classification result is used for moving image classification.
机译:使用音频信号对运动图像进行分类。获取音频信号,针对包含在所获取的音频信号中的每个具有预定长度的多个片段中的每个片段,提取与音频频率分布有关的片段特征,将每个提取的片段特征与每个参考片段特征进行比较。计算表示每个区间特征和每个参考区间特征之间的相关程度的区间相似度。从获取的音频信号中提取与多个片段有关的综合特征,该综合特征是基于相对于多个片段中的每个片段计算出的片段相似度而计算出的。将提取的整合特征与一个或多个参考整合特征中的每一个进行比较,并且基于比较结果对音频信号进行分类。然后,将分类结果用于运动图像分类。

著录项

  • 公开/公告号US8892497B2

    专利类型

  • 公开/公告日2014-11-18

    原文格式PDF

  • 申请/专利权人 TOMOHIRO KONUMA;AKIRA ISHIDA;

    申请/专利号US201113382362

  • 发明设计人 TOMOHIRO KONUMA;AKIRA ISHIDA;

    申请日2011-03-15

  • 分类号G10L25/48;G06Q10/10;G06N5/04;G06N99/00;

  • 国家 US

  • 入库时间 2022-08-21 15:18:17

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