Syllabus
Since this will be the first semester of this course, the syllabus is still tentative. As we progress, all slides and weekly subjects will be announced in this page.
- Week 1: Introduction to Digital Audio Processing and review of related mathematical concepts.
- Regarding this week's material, you may refer to any undergraduate level Calculus book for reference. ​
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 2: This week is a review on Discrete-Time Signals and Systems.
- You may refer to any undergraduate level Signals and Systems book for reference.
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 3: This week is a review on Discrete Fourier Transform.
- You may refer to any undergraduate level DSP book for reference.
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 4: A bit more on DFT concepts, Short-time Fourier Transform and Spectogram.
- Regarding this week's material, you may refer to this wonderful white paper by National Instruments.
- Lecture Slides (password protected).
- MATLAB Codes (password protected). Similarly, the codes will also be updated.
- Week 5: A bit more on DFT concepts, Short-time Fourier Transform and Spectogram.
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 6: We have a midterm this week. However in our extra hour on Wednesday we will make a general overview of the concepts we've learned upto now.
- Lecture Slides (password protected).
- Week 7: Sinusoidal model of sound.
- Regarding this week's material, you may want to check this website.
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 8: Additive Synthesis
- If you are interested in the subject, SoundOnSound has a nice page here.
- Lecture Slides (password protected - pswrd error corrected!).
- MATLAB Codes (password protected). We will do a lot of live coding this week.
- Week 9: Harmonic Model of Sound
- Lecture Slides (password protected - updated!)
- MATLAB Codes (password protected - updated!)
- Week 10: Stochastic Model of Sound
- Here is a good white paper on the subject.
- Lecture Slides (updated - password protected).
- MATLAB Codes (updated - password protected).
- Week 11: We have a midterm this week. However in our extra hour on Wednesday we will make a general overview of the concepts we've learned in weeks 7 to 10.
- Lecture Slides (password protected).
- Wee 12: We have only two hours this week. In one hour we will solve the midterm 2 questions. Then we will continue with time and frequency domain transformations of sound.
- Lecture Slides (password protected).
- MATLAB Codes (password protected).
- Week 13: Audio Morphing and Scaling
- Lecture Slides (updated - password protected).
- MATLAB Codes (password protected.).
- Week 14: Mel-Scale, Audio Features and Machine Learning Applications of Audio Processing
- Lecture Slides (password protected).