Pattern Recognition with Voice Applications

Course Information:

• Syllabus
• Homeworks
• Matrix Cookbook
• Sample Quizzes
• MATLAB ellipse plotting macro
• Conditional Gaussian Random Vectors
• First handout on distances
• Second handout on distances
• Vector Quantization
• Handout on Gaussian mixtures
• Miscellaneous Gaussian mixture slides
• Kernels
• Perceptron Proof
• Neural Net Handout
• Neural Net Handout Figures
• Neural Nets Training
• DBN Speech Paper 1
• DNN Speech Paper 2
• Chris Burges' Paper on Support Vector Machines
• 1st Handout on Support Vector Machines
• Extended Handout on Support Vector Machines
• SVM-22-Oct-14
• SVM-24-Oct-14
• SVM-27-Oct-14
• LSA Example
• Matrix Inversion Formula
• Rabiner and Juang
• Bishop
• ASR handout

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  	Visitors since 08/11/14:

  The material developed here is for Georgia Tech educational purpose, and is intended for internal use only. Permission for reproduction of all or part of it of any form outside this scope should be obtained from Dr. Mark Clements.