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Method and system for separating musical sound source without using sound source database

机译:不使用音源数据库分离音乐音源的方法和系统

摘要

Provided are an apparatus and method of separating, from a mixed signal, a sound source generated using a rhythm musical instrument based on characteristics of the rhythm musical instrument repeated in an aspect of time. The apparatus may include a separation unit to separate a plurality of mixed signals into a plurality of segments, a Nonnegative Matrix Partial Co-Factorization (NMPCF) analysis unit to perform an NMPCF analysis on the plurality of segments, and to obtain a plurality of entity matrices based on the analysis result, a target instrument signal separating unit to separate, from the mixed signals, a target instrument signal, by calculating an inner product between the plurality of entity matrices, and a signal association unit to associate the target instrument signals separated from each of the plurality of segments.
机译:提供一种设备和方法,该设备和方法基于在时间方面重复的节奏乐器的特性,从混合信号中分离出使用节奏乐器生成的声源。该设备可以包括:分离单元,用于将多个混合信号分离为多个段;非负矩阵部分共因子(NMPCF)分析单元,用于对多个段执行NMPCF分析,并获得多个实体。基于分析结果的矩阵,通过计算多个实体矩阵之间的内积,从混合信号中分离出目标仪器信号的目标仪器信号分离单元,以及将分离出的目标仪器信号相关联的信号关联单元来自多个分段中的每个分段。

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