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METHOD AND APPARATUS FOR SEARCHING SIMILAR MUSIC USING SUMMARY OF MUSIC CONTENT

机译:利用音乐内容概述搜索相似音乐的方法和装置

摘要

A method and a device for searching similar music using a music summary are provided to search the similar music in a DRM system by automatically extracting the music summary from a music file and classifying the music file into mood/genre based on the music summary. A music summary generator(110) generates the music summary by using an audio feature value extracted from a compressed area of the music file. The first feature extractor(120) extracts an MDCT(Modified Discrete Cosine Transformation)-based timbre/tempo feature from the music summary. A mood/genre classifier(140) classifies the music file into each mood/genre based on the timbre/tempo feature. The second feature extractor(130) extracts a similarity feature from the music summary. A music query input part(160) receives music query information. A music query detector(170) detects the mood/genre of the queried music. A searcher(180) measures similarity between the queried music and the music files with the same mood/genre by referring to a database(150), and searches the similar music according to the similarity.
机译:提供一种用于使用音乐摘要搜索相似音乐的方法和设备,以通过从音乐文件中自动提取音乐摘要并将基于音乐摘要的音乐文件分类为心情/流派来在DRM系统中搜索相似音乐。音乐摘要生成器(110)通过使用从音乐文件的压缩区域提取的音频特征值来生成音乐摘要。第一特征提取器(120)从音乐摘要中提取基于MDCT(改进的离散余弦变换)的音色/速度特征。情绪/类型分类器(140)基于音色/节奏特征将音乐文件分类为每个情绪/类型。第二特征提取器(130)从音乐摘要中提取相似性特征。音乐查询输入部分(160)接收音乐查询信息。音乐查询检测器(170)检测所查询音乐的情绪/类型。搜索器(180)通过参考数据库(150)来测量查询的音乐和具有相同心情/体裁的音乐文件之间的相似度,并根据相似度来搜索相似音乐。

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