Planned Topics


Introduction and prerequisites refresher, course goals and rules


Acoustics and signal processing refresher


Filters and filter design, applications of filtering, equalization


Microphone arrays, localization and beamforming


Room acoustics, simulating rooms, digital reverberation, source image model


Spatial sound perception, 3D audio synthesis


Perception and measurement of noise, denoising techniques


Musical acoustics, music information retrieval


Pitch detection, music transcription, audio fingerprinring


Speech acoustics, speech recognition


Psychoacoustics and audio coding


Special topics


Lectures

1 – Introduction: PDF

2 – DSP Refresher: PDF / Slides

3 – Filtering: PDF / Slides

4 – Arrays: PDF / Slides

5 – Reverb: PDF / Slides

6 – 3D & Virtual Audio: PDF / Slides

7 – Denoising: PDF / Slides

8 – Pitch: PDF / Slides

9 – Classification and MIR: PDF / Slides

10 – DTW and HMMs: PDF / Slides

11 – Speech and Audio Coding: PDF / Slides

12 – Spectral Factorizations: PDF / Slides

13 – Audio Restoration: PDF / Slides

14 – Final bits: PDF / Slides


Labs

Lab 0

Lab 1

Lab 2

Lab 3

Lab 4

Lab 5

Lab 6

Lab 7

Lab 8

Lab 9

Lab 10