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A Tempo Analysis System for Automatic Music Accompaniment

机译:自动音乐伴奏的节奏分析系统

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This paper proposes a music accompaniment system capable of catching the tempo of music. The original signal is first reduced to a detection function revealing the pulses of music. To induce the tempo and locate beats, a Fourier analysis-based algorithm with high practicality and generality is designed that it is robust to beat strength and not restricted to specific music genres. The regularity and periodicity of music beats are extracted and even the missing beats are recovered. The performance is validated using a comprehensive testing data set, and results in both formal objective experiments and subjective listening evaluations show convincible performance. Moreover, an interactive interface is designed that users are allowed to select an instrument to accompany the music based on the obtained tempo.
机译:本文提出了一种能够捕捉音乐节奏的音乐伴奏系统。首先将原始信号还原为检测功能,以显示音乐的脉冲。为了诱导节奏和定位节拍,设计了一种基于傅立叶分析的算法,具有很高的实用性和通用性,它具有强劲的节拍强度,并且不受特定音乐流派的限制。提取音乐节拍的规律性和周期性,甚至恢复丢失的节拍。表演使用全面的测试数据集进行了验证,正式的客观实验和主观听觉评估的结果均显示出令人信服的表现。此外,设计了一个交互式界面,允许用户根据所获得的节奏选择一种乐器来伴奏音乐。

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