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DISCRIMINATION OF MUSIC SIGNALS FOR MOBILE BROADCASTING RECEIVERS

机译:移动广播接收器的音乐信号识别

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This paper proposes a Gaussian mixture model (GMM)-based music discrimination system for mobile broadcasting receivers. The objective of the system is automatically archiving music signals from audio broadcasting programs that are normally mixed with human voices, acoustic noises, commercial advertisements, and so on. To enhance the robustness of the system performance and to sharply cut the starting/ending-point of the recording, we also introduce a post-processing module whose features consist of signal duration, energy dynamics, and local variation of feature statistics. Experimental results to various input signals verify the superiority of the proposed system.
机译:本文提出了一种基于高斯混合模型(GMM)的移动广播接收机音乐判别系统。该系统的目标是自动存档通常与人类语音,声学噪声,商业广告等混合的音频广播程序中的音乐信号。为了增强系统性能的鲁棒性并大幅减少记录的起点/终点,我们还引入了一个后处理模块,其功能包括信号持续时间,能量动态和特征统计的局部变化。对各种输入信号的实验结果证明了所提出系统的优越性。

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