Lectures, Readings and Homework

Lectures will be held MWF 12:00-12:50 in 3020 ECEB.

This course will not have scheduled office hours. Campuswire is recommended; if you’d like to meet in person, please contact the instructor.

Under the ``readings’’ column, many of the links lead to a paywall. If have access to the UIUC library system, it will provide you with access to the same article at no charge; go to https://https://www.library.illinois.edu/, enter the title of the article you want, then, when requested, authorize your netid.

Lecture Schedule

Week

Day

Quiz

Topic

Reading

Due

1

M

Aug-24

No Class

W

Aug-26

No Class

F

Aug-28

Signal processing (vid1 & vid2)

Baraniuk 2026

2

M

Aug-31

Power spectrum (vid3)

Blackman 1958 B.1-5

W

Sep-2

Fourier transform of a periodic signal

Mathews 1961

F

Sep-4

Short-time Fourier transform (vid4)

Allen 1977

HW1 (sol)

3

M

Sep-7

Labor Day

W

Sep-9

STRAIGHT

Kawahara & Kawahara

F

Sep-11

Vocal fold physiology

Flanagan 1968

HW2 (sol)

4

M

Sep-14

Aperiodicity spectrum (remote 5pm; vid5)

Atal and Kawahara

W

Sep-16

Vocal tract physiology (remote 5pm)

Narayanan 1995

F

Sep-18

International phonetic alphabet (remote 5pm)

Ladefoged 1990

HW3 (sol)

5

M

Sep-21

Articulatory phonology

Browman 1992

W

Sep-23

Acoustic wave equations

Garrett 2020 10.2

F

Sep-25

Two-tube models

Arai 2009

HW4 (sol)

6

M

Sep-28

No Class

W

Sep-30

No Class

F

Oct-2

No Class

7

M

Oct-5

Concatenated-tube models

Mullen 2006

W

Oct-7

Linear prediction

Atal 1971

F

Oct-9

Stochastic and Adaptive Codebooks

Schroeder and Rose

HW5

8

M

Oct-12

Turbulent Excitation

Heinz 1961

W

Oct-14

Zeros in the speech spectrum

Fujimura 1962

F

Oct-16

Wavenet and Flow

Oord & Prenger

HW6

9

M

Oct-19

Diffusion and Neural source-filter

Shen and Wang

W

Oct-21

Griffin-Lim and GAN vocoders

Griffin and Kong

F

Oct-23

Auditory physiology

Pickles

HW7

10

M

Oct-26

Loudness

Fletcher

W

Oct-28

Perceptual distortion metrics

Ghitza

F

Oct-30

Postfiltering and postnets

Ramamoorthy and Wang

HW8

11

M

Nov-2

Quantization

Gersho

W

Nov-4

Vector quantization

Gray

F

Nov-6

Hidden Markov modeling

Rabiner

HW9

12

M

Nov-9

Connectionist temporal classification

Graves

W

Nov-11

No Class

F

Nov-13

Contrastive predictive coding

van den Oord

HW10

13

M

Nov-16

Autoregressive language modeling

Schwenk and Sennrich

W

Nov-18

Encoder-decoder and shallow fusion

Lu and Kannan

F

Nov-20

Residual vector quantization

Kim

HW11

14

M

Nov-30

Factorized representations

Qian

W

Dec-2

Final project presentations

F

Dec-4

No Class

HW13

15

M

Dec-7

No Class

W

Dec-9

No Class