The application discloses a kind of multidimensional
timbre perception space model modeling method based on electroencephalogram characteristics, which comprises the following steps: collecting a variety of
musical instrument single
timbre samples and pretreating;To
timbre sample, extract acoustic time-
frequency domain feature, and extract psychological
perception feature by behavior psychology experiment;Multiple
musical instrument timbre samples are used as auditory stimulus to carry out electroencephalogram experiment, and corresponding event-related potential ERP
signal is extracted as
electroencephalogram feature;The dissimilarity of different timbre characteristics is represented by the
Euclidean distance of different timbre points;The distance between different timbre points is calculated;According to the
Euclidean distance matrix between sample timbre points, a low-dimensional space with mutually orthogonal dimensions is fitted, the dissimilarity of timbre
feature vector is transformed into low-dimensional space, the timbre
feature vector is directly mapped into low-dimensional space, a
point set is formed, and the similarity and dissimilarity of each
musical instrument timbre are directly displayed.The application represents the mapping relationship between acoustic characteristics, psychological
perception characteristics and electroencephalogram characteristics.