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Apparatus and method for classifying music genre

机译:用于音乐流派分类的设备和方法

摘要

The music genre classification method may include generating hidden markov models (HMM) corresponding to a plurality of audio files, and clustering the audio files based on similarities between the generated hidden markov models (HMMs). And classifying the music files into music genres, and generating hidden Markov models (HMMs) corresponding to the plurality of audio files, respectively, for each audio file constituting the plurality of audio files. Generating independent signals corresponding to the audio signal by performing independent component analysis (ICA), and selecting at least one independent signal among the independent signals as the main signal based on the energy of the generated independent signals. Extracting an audio characteristic parameter from the main signal, and extracting the extracted audio characteristic. On the basis of the La-meter it includes generating Hidden Markov Model (HMM, Hidden Markov Model) to the audio file.
机译:音乐体裁分类方法可以包括:生成与多个音频文件相对应的隐藏马尔可夫模型(HMM);以及基于所生成的隐藏马尔可夫模型(HMM)之间的相似性来对音频文件进行聚类。然后将音乐文件分类为音乐流派,并针对构成多个音频文件的每个音频文件分别生成与多个音频文件相对应的隐藏马尔可夫模型(HMM)。通过执行独立分量分析(ICA),并基于所生成的独立信号的能量,在独立信号中选择至少一个独立信号作为主信号,来生成与音频信号相对应的独立信号。从主信号中提取音频特征参数,并提取提取的音频特征。基于La-meter,它包括生成音频文件的隐马尔可夫模型(HMM,Hidden Markov Model)。

著录项

  • 公开/公告号KR101069232B1

    专利类型

  • 公开/公告日2011-10-04

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR20090071198

  • 发明设计人 이지형;정혜욱;방성우;

    申请日2009-08-03

  • 分类号G11B27/10;G11B20/10;G10L15/14;

  • 国家 KR

  • 入库时间 2022-08-21 17:49:42

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