Hidden Markov Models
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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
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26. Which Gesture is Recognized?
Which Gesture is Recognized?
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