Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding | IEEE Journals & Magazine | IEEE Xplore

Representations of the Complex-Valued Frequency-Domain LPC for Audio Coding


Abstract:

For decades, linear predictive (LP) analysis of the real-valued time-domain signals has been developed for speech coding, analysis, and synthesis. Recently, the complex-v...Show More

Abstract:

For decades, linear predictive (LP) analysis of the real-valued time-domain signals has been developed for speech coding, analysis, and synthesis. Recently, the complex-valued frequency-domain LP coding was developed to enhance the estimation performance of the temporal envelope. To apply it for audio coding, a suitable representation for the complex-valued frequency-domain LP coefficients (CLPC) is required before quantization, but there was no efficient way to represent it. To address the problem, we propose efficient CLPC representations that retain some useful properties of conventional LPC representations. Through quantitative and qualitative evaluations, we demonstrate that our proposed representations increase quantization efficiency and improve audio coding performance.
Published in: IEEE Signal Processing Letters ( Volume: 31)
Page(s): 361 - 365
Date of Publication: 11 January 2024

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