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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辨别

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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:本文提出了一种用于移动广播接收器的高斯混合模型(GMM)的基于音乐辨别系统。该系统的目的是自动归档通常与人类声音,声学噪声,商业广告等混合的音频广播节目的音乐信号。为了增强系统性能的稳健性并急剧地切割录制的起始/结束点,我们还介绍了一个后处理模块,其功能包括信号持续时间,能量动态和特征统计的局部变型。各种输入信号的实验结果验证了所提出的系统的优越性。

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