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Statistical method to identify key anthropometric parameters in htrf individualization

Zhang, Mengqiu (Karan); Kennedy, Rodney; Abhayapala, Thushara; Zhang, Wen

Description

This paper identifies the main anthropometric parameters which strongly influence the head-related transfer functions (HRTFs) in a direct physical way using statistical analysis on HRTF measured data. Principle component analysis is separately performed on the head-related impulse responses of all subjects at each direction for each ear to extract the individual information. Then the individual information, along with all anthropometric parameters, is introduced in the multiple linear...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
URI: http://hdl.handle.net/1885/63585
Source: Joint Workshop on Hands-free Speech Communication and Microphone Arrays 2011 proceedings
DOI: 10.1109/HSCMA.2011.5942401

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