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How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration
IEEE Signal Processing Magazine ( IF 9.4 ) Pub Date : 2024-10-11 , DOI: 10.1109/msp.2024.3424578
Zafar Rafii, Erling Wold, Richard Boulderstone

We show how to design a cheap system for detecting when music is present in audio recordings. We make use of a small neural network consisting of a simple multilayer perceptron (MLP) along with compact features derived from the mel spectrogram by means of temporal integration.

中文翻译:


如何使用具有时间积分的简单多层感知器设计廉价的音乐检测系统



我们将展示如何设计一个廉价的系统来检测录音中何时出现音乐。我们利用了一个小型神经网络,该网络由一个简单的多层感知器 (MLP) 以及通过时间积分从梅尔频谱图得出的紧凑特征组成。
更新日期:2024-10-15
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