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Publication

Type of publication:Inproceedings
Entered by:ADM
TitleFrequency domain linear prediction for qmf sub-bands and applications to audio coding
Bibtex cite IDmotlicek:mlmi:2007
Booktitle 4th Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI)
Series Lecture Notes in Computer Science
Year published 2007
Pages 248-258
Note IDIAP-RR 07-16
Keywords IM2.AP,Report_VI
Abstract
This paper proposes an analysis technique for wide-band audio applications based on the predictability of the temporal evolution of Quadrature Mirror Filter (QMF) sub-band signals. The input audio signal is first decomposed into 64 sub-band signals using QMF decomposition. The temporal envelopes in critically sampled QMF sub-bands are approximated using frequency domain linear prediction applied over relatively long time segments (e.g. 1000 ms). Line Spectral Frequency parameters related to autoregressive models are computed and quantized in each frequency sub-band. The sub-band residuals are quantized in the frequency domain using a combination of split Vector Quantization (VQ) (for magnitudes) and uniform scalar quantization (for phases). In the decoder, the sub-band signal is reconstructed using the quantized residual and the corresponding quantized envelope. Finally, application of inverse QMF reconstructs the audio signal. Even with simple quantization techniques and without any sophisticated modules, the proposed audio coder provides encouraging results in objective quality tests. Also, the proposed coder is easily scalable across a wide range of bit-rates.
Authors
Motlicek, P.
Hermansky, H.
Ganapathy, S.
Garudadri, H.
Topics
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Crossrefmotlicek:rr07-16:
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