Title :
A simple adaptive matrixing scheme for efficient coding of stereo sound
Author :
Bartkowiak, Maciej ; Zernicki, Tomasz
Author_Institution :
Inst. of Electron. & Telecommun., Poznan Univ. of Technol., Poznan, Poland
Abstract :
A generalized scheme for mapping stereo audio channels onto coding channels is considered in the paper. An improved joint stereo transform-based perceptual audio coder is proposed that employs this scheme instead of MS coding. The discussed frequency-dependent matrixing scheme uses a free rotation of the two-dimensional signal space adapted to the dominant direction of arrival within particular frequency bands. This direction is determined using 2-D principal component analysis (PCA) in subbands or groups of transform coefficients. Experimental results show a significantly increased compression efficiency compared to traditional MS coding based on a static matrix. The proposed technique is also more compatible with mono mode since the new M channel represents signal energy that is maximally focused within each band, and the residual energy in S channel is minimized.
Keywords :
audio coding; direction-of-arrival estimation; matrix algebra; principal component analysis; 2D principal component analysis; PCA; coding channels; direction of arrival; free rotation; frequency-dependent matrixing scheme; particular frequency bands; perceptual audio coder; residual energy; signal energy; simple adaptive matrixing scheme; stereo audio channels; stereo sound coding; stereo transform; transform coefficients; two-dimensional signal space; Codecs; Decoding; Encoding; Filter banks; Standards; Transform coding; Vectors;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1