Title :
Coding Overcomplete Representations of Audio Using the MCLT
Author :
Yoon, Byung-Jun ; Malvar, Henrique S.
Author_Institution :
California Inst. of Technol., Pasadena
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;
Conference_Titel :
Data Compression Conference, 2008. DCC 2008
Conference_Location :
Snowbird, UT
Print_ISBN :
978-0-7695-3121-2
DOI :
10.1109/DCC.2008.28