DocumentCode
1148090
Title
Trellis-Based Approaches to Rate-Distortion Optimized Audio Encoding
Author
Melkote, Vinay ; Rose, Kenneth
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA, USA
Volume
18
Issue
2
fYear
2010
Firstpage
330
Lastpage
341
Abstract
Many important audio coding applications, such as streaming and playback of stored audio, involve offline compression. In such scenarios, encoding delays no longer represent a major concern. Despite this fact, most current audio encoders constrain delay by making encoding decisions on a per frame basis. This paper is concerned with delayed-decision approaches to optimize the encoding operation for the entire audio file. Trellis-based dynamic programming is used for efficient search in the parameter space. A two-layered trellis effectively optimizes the choice of quantization and coding parameters within a frame, as well as window decisions and bit distribution across frames, while minimizing a psychoacoustically relevant distortion measure under a prescribed bit-rate constraint. The bitstream thus produced is standard compatible and there is no additional decoding delay. Objective and subjective results indicate substantial gains over the reference encoder.
Keywords
audio coding; data compression; decision making; dynamic programming; trellis codes; audio coding; audio encoders constrain delay; audio offline compression; bit-rate constraint; delayed-decision approach; encoding decision making; quantization; rate-distortion optimized audio encoding; trellis-based dynamic programming; Audio compression; optimization; rate-distortion; trellis; window switching;
fLanguage
English
Journal_Title
Audio, Speech, and Language Processing, IEEE Transactions on
Publisher
ieee
ISSN
1558-7916
Type
jour
DOI
10.1109/TASL.2009.2028373
Filename
5173568
Link To Document