Online score-informed source separation in polyphonic mixtures using instrument spectral patterns.

Comput. Math. Methods(2019)

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摘要
Soundprism is a real-time algorithm to separate polyphonic music audio into source signals, given the musical score of the audio in advance. This paper presents a framework for a Soundprism implementation. A study of the sound quality of the online score-informed source separation is shown, although a real-time implementation is not carried out. The system is compound of two stages: (1) a score follower that matches a MIDI score position to each time frame of the musical performance; and (2) a source separator based on a nonnegative matrix factorization approach guided by the score. Real audio mixtures composed of an instrumental quartets were employed to obtain preliminary results of the proposed system.
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关键词
dynamic time warping, NMF, online, score-alignment, score-informed, sound source separation
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