[Note: some of these topics (and many of these links) will change, reflecting updates, improvements, and adaptation to the interests of this year's students.]
Week | ||||||||||
1. | 9/12++ | Overview & organization Mathematical background |
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Placement test, to be completed in class. If you miss the first class, please fill this out and return to Laurel Sweeney at IRCS. Instructions: there are 20 questions whose answers should be obvious if you know and remember the material, and impossible otherwise. Don't spend more than 10 minutes on it. If you don't know the answer to a question, leave it blank rather than guessing.We don't expect you to know all this materials, or even a majority of it. The point is to give us a sense of who needs (or doesn't need) help with what.
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2a | Lab session | Ed Neuman's Matlab tutorials #1, #2, #3 | Problem set #1 |
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2b | Lecture: | Linear algebra review | ||||||||
3a | Lecture: | Variance and covariance Classifying multivariate data |
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3b | Lab session | Problem set #2 HW2 hints (.m file to start you off) The same hints for Octave rather than Matlab (explanation of the differences) Solution (matlab version) |
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4a | Lecture: | Introduction to Subspace Methods | ||||||||
4b | Lab Session | Problem set #3 | ||||||||
5a | Lecture: Linear shift-invariant systems | |||||||||
5b | Lab session | Problem set #4 | ||||||||
6a | Lecture: The discrete fourier transform | Towards the Discrete Fourier Transform |
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6b | Lab session | Problem set #5 | ||||||||
7a | Lecture | FIR & IIR Filters Poles, zeros and the z-transform |
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Problem set #6 | ||||||||||
8 | Reading | James Hillenbrand, Laura A. Getty, Michael J. Clark, and Kimberlee Wheeler, "Acoustic Characteristics of American English Vowels", JASA 1995 | ||||||||
Problem set #7 | ||||||||||
Original data from Hillenbrand et al. 1995 [Discussion and code] |
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Simple models of speech community dynamics Hariharan Narayanan and Partha Niyogi, "Language Evolution, Coalescent Processes, and the Consensus Problem on a Social Network" |