Technical Program

Paper Detail

Paper:SP-P7.15 (ICASSP 2003 Paper)
Session:Topics in Speech Analysis
Time:Wednesday, May 19, 13:00 - 15:00
Presentation: Poster (ICASSP 2003 Presentation)
Topic: Speech Processing: Speech Analysis
Title: GRADIENT-DESCENT BASED WINDOW OPTIMIZATION FOR LINEAR PREDICTION ANALYSIS
Authors: Wai Chu; DoCoMo USA Labs 
Abstract: The autocorrelation method of linear prediction (LP) analysis relies on a window for data extraction; we propose an approach to optimize the window based on gradient-descent. It is shown that the optimized window has improved performance with respect to popular windows, such as Hamming. The technique has potential in quality improvement for many LP-based speech coders.
 
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