DocumentCode
2575320
Title
Temporal quantization of spatial information using directional clustering for multichannel audio coding
Author
Miyabe, Shigeki ; Masatoki, Keisuke ; Saruwatari, Hiroshi ; Shikano, Kiyohiro ; Nomura, Toshiyuki
Author_Institution
Univ. of Tokyo, Tokyo, Japan
fYear
2009
fDate
18-21 Oct. 2009
Firstpage
261
Lastpage
264
Abstract
Binaural cue coding, which is a representing low bit-rate coding of multichannel audio, generates large distortion when the audio data have complex spatial image, such as symphony. Such distortion caused by the low frequency resolution of spatial information because BCC quantizes the parameters of localization. In this paper we propose a new coding framework by quantizing the spatial information temporally. The single-channel sum signal is panned to the multiple channels by selecting the prototypes of the spatial filter. Optimization of the prototypes with minimum coding error is given by a k-means-like clustering of the angles whose centroids are given by the first principal components of the covariances in the classes. The efficiency of the proposed coding with high quality is verified both in the objective and subjective evaluations.
Keywords
audio coding; audio data; binaural cue coding; coding framework; directional clustering; low bit rate coding; minimum coding error; multichannel audio coding; single-channel sum signal; spatial filter; spatial information; temporal quantization; Acoustic distortion; Audio coding; Filter bank; Frequency; Image coding; Prototypes; Quantization; Signal generators; Signal resolution; Spatial resolution; Multi-channel audio coding; binaural cue coding; k-means clustering; vector quantization;
fLanguage
English
Publisher
ieee
Conference_Titel
Applications of Signal Processing to Audio and Acoustics, 2009. WASPAA '09. IEEE Workshop on
Conference_Location
New Paltz, NY
ISSN
1931-1168
Print_ISBN
978-1-4244-3678-1
Electronic_ISBN
1931-1168
Type
conf
DOI
10.1109/ASPAA.2009.5346519
Filename
5346519
Link To Document