MusicGenreClassification:使用神经网络对10秒钟声音流中的音乐流派进行分类-源码

上传者: 42140625 | 上传时间: 2021-06-21 16:54:29 | 文件大小: 3.68MB | 文件类型: ZIP
音乐流派分类 特拉维夫大学,深度学习(深度神经网络)和声音处理领域的学术研究。 精选于 。 抽象 本文讨论了对声音样本的音乐流派进行分类的任务。 介绍 当我决定从事声音处理领域时,我认为体裁分类与图像分类是一个平行的问题。 令我惊讶的是,在深度学习中没有发现太多解决这个确切问题的作品。 确实解决了该分类问题的一篇论文是来自伊利诺伊大学的陶峰的论文[1]。 我确实从本文中学到了很多东西,但是老实说,他们给出的论文结果并不令人印象深刻。 所以我不得不看其他相关但不确切的论文。 很有影响力的论文是基于深度内容的音乐推荐[2]。该文章是关于使用深度学习技术的基于内容的音乐推荐。 他们获取数据集的方

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