EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Low Complexity Joint Optimization of Excitation Parameters in Analysis-by-Synthesis Speech Coding

U. Mittal, J.P. Ashley, E.M. Cruz-Zeno

Motorola Labs, USA

Codebook searches in analysis-by-synthesis speech coders typically involve minimization of a perceptually weighted squared error signal. Minimization of the error over multiple codebooks is often done in a sequential manner, resulting in the choice of overall excitation parameters being sub-optimal. In this paper, we propose a joint excitation parameter optimization framework in which the associated complexity is slightly greater than the traditional sequential optimization, but with significant quality improvement. Moreover, the framework allows joint optimization to be easily incorporated into existing pulse codebook systems with little or no impact to the codebook search algorithms.

Full Paper

Bibliographic reference.  Mittal, U. / Ashley, J.P. / Cruz-Zeno, E.M. (2003): "Low complexity joint optimization of excitation parameters in analysis-by-synthesis speech coding", In EUROSPEECH-2003, 1261-1264.