basic course material_winter_2012_6tp

basic course material_winter_2012_6tp - 12/22/2011 Course...

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12/22/2011 1 1 Digital Speech Processing Professor Lawrence Rabiner UCSB Dept. of Electrical and Computer Engineering Jan-March 2012 2 Course Description This course covers the basic principles of digital speech processing: Review of digital signal processing Fundamentals of speech production and perception Basic techniques for digital speech processing: • short - time energy, magnitude, autocorrelation • short - time Fourier analysis • homomorphic methods • linear predictive methods Speech estimation methods • speech/non-speech detection • voiced/unvoiced/non-speech segmentation/classification • pitch detection • formant estimation Applications of speech signal processing • Speech coding • Speech synthesis • Speech recognition/natural language processing A MATLAB-based term project will be required for all students taking this course for credit. 3 Course Information Textbook : L. R. Rabiner and R. W. Schafer, Theory and Applications of Digital Speech Processing, Prentice-Hall Inc., 2011 Grading : – Homework 20% – Term Project 20% – Mid - Term Exam 20% – Final Exam 40% Prerequisites : Basic Digital Signal Processing, good knowledge of MATLAB Time and Location : Tuesday, Thursday, 10:00 am to 11:20 am, Phelps 1437. Course Website: www.ece.ucsb.edu/Faculty/Rabiner/ece259 Office Hours: Tuesday, 1:00-3:00 pm 4 Web Page for Speech Course Click on Digital Speech Processing Course on left-side panel Web Page for Speech Course 5 Download course lecture slides Web Page for Speech Course 6 Course lecture slides (6-to-page)
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12/22/2011 2 Web Page for Speech Course 7 Download homework assignments, speech files Web Page for Speech Course 8 Download MATLAB (.m) files; Examine Project Suggestions 9 Course Readings Required Course Textbook : • L. R. Rabiner and R. W. Schafer, Theory and Applications of Digital Speech Processing, Prentice-Hall Inc., 2011 Recommended Supplementary Textbook : • T. F. Quatieri, Principles of Discrete - Time Speech Processing, Prentice Hall Inc, 2002 Matlab Exercises : • C. S. Burrus et al, Computer-Based Exercises for Signal Processing using Matlab , Prentice Hall Inc, 1994 • J. R. Buck, M. M. Daniel, and A. C. Singer , Computer Explorations in Signals and Systems using Matlab, Prentice Hall Inc, 2002 10 Recommended References J. L. Flanagan,
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basic course material_winter_2012_6tp - 12/22/2011 Course...

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