Lectures

Lectures will be held TR 9:30-10:50 in 2013 ECEB.

Lecture Schedule

Week	Day	Date	Topic	Due
1	T	22-Aug	Linear Algebra (jupyter example as ipynb or as html)
	R	24-Aug	SVD and Pseudo-Inverse
2	T	29-Aug	Barycentric Coordinates	HW1
	R	31-Aug	Signal Processing (jupyter example as ipynb or as html)
3	T	5-Sep	STFT	MP1
	R	7-Sep	Griffin-Lim
4	T	12-Sep	Matrix Calculus	HW2
	R	14-Sep	Neural Net
5	T	19-Sep	CNN	MP2
	R	21-Sep	Exam 1 Review (freeform notes)
6	T	26-Sep	Exam 1	Exam 1
	R	28-Sep	Viola-Jones
7	T	3-Oct	No Class	HW3
	R	5-Oct	No Class
8	T	10-Oct	HMM	MP3
	R	12-Oct	Baum-Welch and Viterbi
9	T	17-Oct	Gaussian PDFs	HW4
	R	19-Oct	No Class
10	T	24-Oct	PCA	MP4
	R	26-Oct	Exam 2 Review (freeform notes)
11	T	31-Oct	Exam 2	Exam 2
	R	2-Nov	RNN
12	T	7-Nov	LSTM online only	HW5
	R	9-Nov	Speaker Verification
13	T	14-Nov	AutoVC	MP5
	R	16-Nov	No Class
14	T	28-Nov	Transformer	HW6
	R	30-Nov	Self-Supervised Learning
15	T	5-Dec	Final Exam Review	MP6
	F	8-Dec	Final Exam 1:30-4:30pm