DocumentCode
3225525
Title
Coding Overcomplete Representations of Audio Using the MCLT
Author
Yoon, Byung-Jun ; Malvar, Henrique S.
Author_Institution
California Inst. of Technol., Pasadena
fYear
2008
fDate
25-27 March 2008
Firstpage
152
Lastpage
161
Abstract
We propose a system for audio coding using the modulated complex lapped transform (MCLT). In general, it is difficult to encode signals using overcomplete representations without avoiding a penalty in rate-distortion performance. We show that the penalty can be significantly reduced for MCLT-based representations, without the need for iterative methods of sparsity reduction. We achieve that via a magnitude-phase polar quantization and the use of magnitude and phase prediction. Compared to systems based on quantization of orthogonal representations such as the modulated lapped transform (MLT), the new system allows for reduced warbling artifacts and more precise computation of frequency-domain auditory masking functions.
Keywords
audio coding; data compression; transforms; audio coding; frequency-domain auditory masking functions; magnitude prediction; magnitude-phase polar quantization; modulated complex lapped transform; modulated lapped transform; orthogonal representation quantization; overcomplete audio representations; phase prediction; rate-distortion performance; reduced warbling artifacts; sparsity reduction; Audio coding; Audio compression; Data compression; Discrete transforms; Encoding; Frequency domain analysis; Iterative methods; Modulation coding; Quantization; Rate-distortion; audio coding; lapped transforms; modulated complex lapped transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2008. DCC 2008
Conference_Location
Snowbird, UT
ISSN
1068-0314
Print_ISBN
978-0-7695-3121-2
Type
conf
DOI
10.1109/DCC.2008.28
Filename
4483293
Link To Document