- 01. Pattern Recognition through Time
- 02. Dolphin Whistles
- 03. Problems Matching Dolphin Whistles
- 04. Warping Time
- 05. Euclidean Distance Not Sufficient
- 06. Dynamic Time Warping
- 07. Sakoe Chiba Bounds
- 08. Readings on DTW
- 09. Hidden Markov Models
- 10. Lesson Plan: Week 12
- 11. HMM Representation
- 12. Sign Language Recognition
- 13. Delta-y Quiz
- 14. HMM: "I"
- 15. HMM: "We"
- 16. I vs We Quiz
- 17. Viterbi Trellis: "I"
- 18. "I" Transitions Quiz
- 19. Viterbi Trellis: "I" (continued)
- 20. Nodes for "I"
- 21. Viterbi Path
- 22. "We": Transitions Quiz
- 23. "We": Transition Probabilities Quiz
- 24. "We": Output Probabilities Quiz
- 25. "We": Viterbi Path
- 26. Which Gesture is Recognized?
- 27. New Observation Sequence for "I"
- 28. New Observation Sequence for "We"
- 29. HMM Training
- 30. Baum Welch
- 31. Readings on HMMs
- 32. Multidimensional Output Probabilities
- 33. Using a Mixture of Gaussians
- 34. HMM Topologies
- 35. Phrase Level Recognition
- 36. Stochastic Beam Search
- 37. Context Training
- 38. Statistical Grammar
- 39. State Tying
- 40. HMM Resources
- 41. Segmentally Boosted HMMs
- 42. SBHMM Resources
- 43. Using HMMs to Generate Data
- 44. HMMs for Speech Synthesis