Improving Phase-Vocoder-Based Time Stretching by Time-Directional Spectrogram Squeezing

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)(2023)

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摘要
Time stretching of music signals has a crucial problem, i.e., smearing of percussive sounds. Some time stretching algorithms have addressed this problem by detecting percussive components and manipulating them differently from the other components. However, conventional methods cause artifacts. In this paper, to prevent percussion smearing, we propose a preprocessing for time stretching. The proposed algorithm aims to preserve time scale of percussive components while stretching the rest of components in the ordinary way. To do so, time-frequency bins dominated by percussive components are squeezed in time direction so as to preserve the shape of spectrogram of percussive components. Our experiment showed that our method could improve sound quality for long stretching.
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关键词
Time-scale modification,percussion smearing,phase vocoder,phase derivative,positive quartic C2-spline function
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