和弦印象提取音乐印象方法及其在音乐媒体检索中的应用

Hiroki Nakata, T. Nakanishi
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引用次数: 1

摘要

本文提出了一种基于和弦与印象项之间关系的音乐印象提取方法。我们的方法从从音乐中提取的wav文件的和弦中提取带有权重的印象项。此外,我们还为音乐印象提取方法的进一步应用创建了一个模块。我们设计了一个能够从用户输入的单词中检索音乐的系统。我们使用由音乐文件和注释文件组成的数据集,其中每个歌曲都有一个印象项,以便创建与使用余弦相似度从具有印象的音乐中提取的和弦相关的模型。通过使用第一个模型,我们可以根据我们输入的单词检索音乐。我们将实现一个基于音乐和弦和我们对单词印象的推荐系统。
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Music Impression Extraction Method By chord Impressions and Its Application to Music Media Retrieval
In this paper, we represent an impression extraction method for music by relationship between chords and impression terms. Our methods extract impression term with weights from chord extracted from music as wav file. In addition, we created a module for further application of the music impression extraction method. We designed the system which enable us to retrieve music from the word which has been input by user. We use a data set consisting of a music file and annotation file with an impression terms to each song in order to create models that relates to chord extracted from music with an impression using cosine-similarity. By using this first model, we can retrieve music based on the words that we put. We will realize a recommendation system based on the chords from music and our impression of the word.
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