如何利用具有时态整合功能的简单多层感知器设计廉价音乐检测系统

IF 9.4 1区工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Signal Processing Magazine Pub Date : 2024-10-11 DOI:10.1109/MSP.2024.3424578

Zafar Rafii;Erling Wold;Richard Boulderstone

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引用次数: 0

摘要

我们展示了如何设计一种廉价的系统来检测录音中是否有音乐。我们使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）和通过时间整合从熔谱图中提取的紧凑特征组成。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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How to Design a Cheap Music Detection System Using a Simple Multilayer Perceptron With Temporal Integration

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.

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来源期刊

IEEE Signal Processing Magazine 工程技术-工程：电子与电气

CiteScore

27.20

自引率

0.70%

发文量

123

审稿时长

6-12 weeks

期刊介绍： EEE Signal Processing Magazine is a publication that focuses on signal processing research and applications. It publishes tutorial-style articles, columns, and forums that cover a wide range of topics related to signal processing. The magazine aims to provide the research, educational, and professional communities with the latest technical developments, issues, and events in the field. It serves as the main communication platform for the society, addressing important matters that concern all members.