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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

Libraries and other tools