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Many audio applications require the use of low complexity, low power and low latency filter banks (e.g. real-time audio streaming to mobile devices). The underlying mathematics of wavelet transforms provides these attractive characteristics for embedded platforms. However, commonly used wavelets (Haar, Daubechies) possess coefficients containing irrational numbers that lead to distortion in fixed-point implementations. This paper discusses the development and provides practical performance comparisons of filter banks using wavelet transforms as an alternative to more commonly used sub-banding filter banks in PCM audio coding algorithms. The advantages and disadvantages of wavelets used in such audio compression applications are also discussed.
Author (s): Smyth, Neil;
Affiliation:
Cambridge Silicon Radio, Belfast, N. Ireland, UK
(See document for exact affiliation information.)
AES Convention: 129
Paper Number:8260
Publication Date:
2010-11-06
Session subject:
Real-Time Audio Processing
DOI:
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Smyth, Neil; 2010; The Design of Low-Complexity Wavelet-Based Audio Filter Banks Suitable for Embedded Platforms [PDF]; Cambridge Silicon Radio, Belfast, N. Ireland, UK; Paper 8260; Available from: https://aes.org/publications/elibrary-page/?id=15682
Smyth, Neil; The Design of Low-Complexity Wavelet-Based Audio Filter Banks Suitable for Embedded Platforms [PDF]; Cambridge Silicon Radio, Belfast, N. Ireland, UK; Paper 8260; 2010 Available: https://aes.org/publications/elibrary-page/?id=15682
@inproceedings{Smyth2010the,
title={{The Design of Low-Complexity Wavelet-Based Audio Filter Banks Suitable for Embedded Platforms}},
author={Smyth, Neil},
year={2010},
month={nov},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8260; AES Convention 129; November 2010},
number={8260},
organization={AES},
}
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