General Information

Lectures: M,W,F 8:30am - 9:20am, BHEE 222

Instructor: Jeffrey Mark Siskind, BHEE 313e, 765/496-3197, qobi@purdue.edu
Office Hours: T 5:00pm - 6:00pm, BHEE 313e

ece49595nl-students-list@ecn.purdue.edu
ece49595nl-staff-list@ecn.purdue.edu

Syllabus

Brightspace

BibTeX file for papers we will cover in this course

github repository

Web site for Spring 2021 offering of a similar course

human robot interaction

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• Homework 1
  Due 5:00pm ET Friday 26 January 2024
  

• Homework 2
  Due 5:00pm ET Friday 1 March 2024
  

• Homework 3
  Due 5:00pm ET Friday 29 March 2024
  

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• Lecture 1: Course Overview
  Monday 8 January 2024
  Whiteboard
  

• Lecture 2: Classification and Clustering
  Wednesday 10 January 2024
  Whiteboard
  

• Lecture 3: Speech Classification and Clustering
  Friday 12 January 2024
  Whiteboard
  

• Lecture 4: Kelly-Lochbaum
  Wednesday 17 January 2024
  Whiteboard
  

• Lecture 5: Spectrograms
  Friday 19 January 2024
  Whiteboard
  

• Lecture 6: Spectrograms
  Monday 22 January 2024
  Whiteboard
  

• Lecture 7: The EM Algorithm
  Wednesday 24 January 2024
  Whiteboard
  

• Lecture 8: Hidden Markov Models
  Friday 26 January 2024
  Whiteboard
  

• Lecture 9: Viterbi Algorithm
  Monday 29 January 2024
  Whiteboard
  

• Lecture 10: Baum-Welch Reestimation Procedure
  Wednesday 31 January 2024
  Whiteboard
  hmm.py
  

• Lecture 11: HMM Speech Recognition
  Friday 2 February 2024
  Whiteboard
  hmm_with_gaussian_output_model.py
  

• Lecture 12: Syntax
  Monday 5 February 2024
  Whiteboard
  m15feb2024.txt
  mad-libs.sc
  

• Lecture 13: Parsing---I
  Wednesday 7 February 2024
  Whiteboard
  recognizer.sc
  parser.sc
  

• Lecture 14: CKY
  Friday 9 February 2024
  Whiteboard
  cky.py
  p18.sc
  

• Lecture 15: Top Down
  Monday 12 February 2024
  Whiteboard
  cky.txt
  lexical.py
  lexical.c
  fibonacci.py
  top_down.py
  top_down_memoized.py
  

• Lecture 16: Parsing---II
  Wednesday 14 February 2024
  Whiteboard
  

• Lecture 17: Partial Evaluation
  Friday 16 February 2024
  Whiteboard
  top_down_partially_evaluated.py
  top_down_partially_evaluated_memoized.py
  

• Lecture 18: Montague Grammar---I
  Monday 19 February 2024
  Whiteboard
  functions.py
  

• Lecture 19: Montague Grammar---II
  Wednesday 21 February 2024
  Whiteboard
  montague.py
  p19.sc
  

• Lecture 20: Montague Grammar---III
  Friday 23 February 2024
  Whiteboard
  derivation.py
  

• Lecture 21: Montague Grammar---IV
  Monday 26 February 2024
  Whiteboard
  

• Lecture 22: PCFGs---I
  Wednesday 28 February 2024
  Whiteboard
  

• Lecture 23: PCFGs---II
  Friday 1 March 2024
  Whiteboard
  

• Lecture 24: PCFGs---III
  Monday 4 March 2024
  Whiteboard
  pcfg.py
  

• Lecture 25: TBD
  Wednesday 6 March 2024
  Whiteboard
  

• Lecture 26: Automatic Differentiation---I
  Friday 8 March 2024
  Whiteboard
  

• Lecture 27: Automatic Differentiation---II
  Monday 18 March 2024
  Whiteboard
  forward_mode.py
  

• Lecture 28: Automatic Differentiation---III
  Wednesday 20 March 2024
  Whiteboard
  

• Lecture 29: Backpropagation
  Friday 22 March 2024
  Whiteboard
  reverse_mode.py
  linear_classifier.py
  linear_classifier_gui.py
  linear_classifier_pytorch_gui.py
  two_layer_perceptron.py
  two_layer_perceptron_gui.py
  two_layer_perceptron_pytorch.py
  two_layer_perceptron_pytorch_gui.py
  

• Lecture 30: LSTMs
  Monday 25 March 2024
  Whiteboard
  

• Lecture 31: TBD
  Wednesday 27 March 2024
  Whiteboard
  

• Lecture 32: TBD
  Friday 29 March 2024
  Whiteboard
  

• Lecture 33: TBD
  Monday 1 April 2024
  Whiteboard
  

• Lecture 34: TBD
  Wedneday 3 April 2024
  Whiteboard
  

• Lecture 35: TBD
  Friday 5 April 2024
  Whiteboard
  

• Lecture 36: TBD
  Monday 8 April 2024
  Whiteboard
  

• Lecture 37: TBD
  Wednesday 10 April 2024
  Whiteboard
  

• Lecture 38: TBD
  Friday 12 April 2024
  Whiteboard
  

• Lecture 39: TBD
  Monday 15 April 2024
  Whiteboard
  

• Lecture 40: TBD
  Wednesday 17 April 2024
  Whiteboard
  

• Lecture 41: TBD
  Friday 19 April 2024
  Whiteboard
  

• Lecture 42: TBD
  Monday 22 April 2024
  Whiteboard
  

• Lecture 43: TBD
  Wednesday 24 April 2024
  Whiteboard
  

• Lecture 44: TBD
  Friday 26 April 2024
  Whiteboard
  

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