One of the most noticeable (and difficult to remove) artifacts in low bit-rate audio codecs is the high-frequency amplitude modulations, so-called 'birdies' (or 'warbling' artifacts). In this paper, we investigate the theoretical reasons why such artifacts occur, and in particular we show that they cannot be avoided with complete representations, such as critically sampled subband schemes, under a simple thresholding / quantization operation. In the case of the Modified Discrete Cosine Transform (MDCT), that forms the basis of many current coders, it is possible to compute explicitly the time-dependency of the coefficients of a pure sinusoid. From this, we derive a simple pre-filtering algorithm, that suppresses most of the frequency lines prone to warbling.

Authors: Daudet, Laurent; Sandler, Mark B.
Affiliations: Laboratoire d’Acoustique Musicale, Universit´e Paris 6, Paris, France ; Department of Electronic Engineering, Queen Mary, University of London, London, UK(See document for exact affiliation information.)
AES Convention: 114 (March 2003) Paper Number: 5831
Publication Date: March 1, 2003
Subject: Low Bit-Rate Coding

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