结合声源分离的两通路立体声音乐信号向上混合方法OA
Stereo music upmixing assisted by source separation
现有主流的向上混合方法通常在时频域内对音频内容进行处理.在复杂混音音乐内容中,多声源在时频域内的重叠会导致向上混合过程中相关性及声源位置参数估计出现偏差.为了解决这一问题,在现有的频域向上混合框架的基础上,提出一种结合声源分离的两通路立体声音乐信号向上混合方法,将混音音乐信号分离为多个音乐声源,对分离后的音乐声源分别进行向上混合处理,减少时频重叠对参数估计的干扰.听音实验结果表明,相比于多种代表性向上混合方法以及未引入声源分离模块的消融版本,提出的方法在综合听感上有更优的表现.
Conventional stereo upmixing methods typically operate on audio content within the time-frequency domain.However,in complex musical mixtures,the overlapping of multiple sources in this domain often leads to biased estimation of correlation and source location parameters.To mitigate this issue,this paper proposes a two-path stereo music upmixing method incorporating source separation,built upon the existing frequency-domain upmixing framework.By decomposing the mixed music signal into multiple constituent sources and processing them individually,the proposed method effectively reduces interference caused by time-frequency overlap during parameter estimation.Subjective listening tests demonstrate that,compared with several representative upmixing methods and an ablation variant without the source separation module,the proposed approach achieves superior performance in terms of overall perceived audio quality.
刘博达;刘紫赟;王栋才;沈勇
近代声学教育部重点实验室,南京大学,南京,210093近代声学教育部重点实验室,南京大学,南京,210093近代声学教育部重点实验室,南京大学,南京,210093近代声学教育部重点实验室,南京大学,南京,210093
数理科学
向上混合环绕声声源分离空间音频渲染
upmixingsurround soundsource separationspatial audio rendering
《南京大学学报(自然科学版)》 2026 (4)
657-668,12
国家自然科学基金(12374446)
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