Table of contents
Intelligent Signal Processing (CM3065)
This module aims to provide you with a broad experience of digital signal processing techniques and applications. You will study how audio and video signals can be captured and processed by a computer program. You will learn about time domain and frequency domain representations and processing. You will learn how you can extract information from audio signals. You will implement movement and face detection systems that work with live camera input.
Professor(s)
- Dr. Francisco Marti Perez
Topics covered
- Capturing representing and processing audio signals
- LTI systems and impulse responses
- Frequency domain representations
- Extracting features from signals
- Speech recognition
- Capturing, representing and processing camera input
- Computer vision: movement detection
- Computer vision: face detection
- Compressing signals
Assessment
Coursework only (Type II)
Module specification
Syllabus
Resources
Notes
Textbooks used in the module
- Collins, N. Introduction to computer music. (Chichester: John Wiley & Sons, 2010).
- Downey, A.B. Think DSP − Digital Signal Processing in Python. (Needham: Green Tea Press, 2014).
- Hosken, D. W. An introduction to music technology. (New York: Routledge, 2011).
Complimentary resources
- Digital Signals Theory. - Prof. Dr. Brian McFee.