音乐信号合成使用正弦模型和滑动窗口Esprit

Anders Gunnarsson, I. Gu
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引用次数: 3

摘要

提出了一种基于正弦波建模和滑动窗口ESPRIT的音乐信号合成方案。尽管音频编码标准被广泛使用,但如何使用更适合谐波丰富的音乐信号的正弦波模型有效地合成音乐仍然是一个悬而未决的问题。在该方案中,音乐信号由噪声中阻尼正弦波的和来建模。采用滑动窗口ESPRIT算法。然后施加连续性约束来跟踪音乐中正弦波的时间轨迹,并去除伪谱峰,以适应动态音乐中正弦波内容数量的变化。模拟已经执行了一些复杂的音乐信号,包括从五弦琴,长笛和音乐混合乐器录制的音乐。实验结果表明,该方法对高质量的音乐合成具有较强的鲁棒性
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Music Signal Synthesis using Sinusoid Models and Sliding-Window Esprit
This paper proposes a music signal synthesis scheme that is based on sinusoid modeling and sliding-window ESPRIT. Despite widely used audio coding standards, effectively synthesizing music using sinusoid models, more suitable for harmonic rich music signals, remains an open issue. In the proposed scheme, music signals are modeled by a sum of damped sinusoids in noise. A sliding window ESPRIT algorithm is applied. A continuity constraint is then imposed for tracking the time trajectories of sinusoids in music and for removing spurious spectral peaks in order to adapt to the changing number of sinusoid contents in dynamic music. Simulations have been performed to several music signals with a range of complexities, including music recorded from banjo, flute and music with mixed instruments. The results from listening and spectrograms have strongly indicated that the proposed method is very robust for music synthesis with good quality
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