Digital Signal Processing 2021

Lecturer: Prof. Klakow

Location: MS Teams and Zoom. See below “Registration for participation”

Time: 10:15-11:45
Starts: Monday, April 19th

Suitable for: CS, CuK, Mechatronik, CoLi

Corresponding LSF (link tbd) entry.

Tutorial 1: will be determined by a doodle

Tutorial 2:will be determined by a doodle

Exam: to be done

HISPOS-Deadline: to be done

Registration for participation: Registration will be here. Please note that the registration system does not send a confirmation mail.

Forum: to be done

Tutorials:

to be done

Content:

  1. Introduction
  2. Signal Representations
  3. Filtering and Smoothing
  4. Linear Predictive Coding
  5. Microphone Arrays
  6. Object Tracking and the Kalman-Filter
  7. Wiener Filter
  8. Feature Extraction from Audio Signals
  9. KL-Transform and Linear Discriminant Analysis
  10. Basics of Classification
  11. Speaker Recognition
  12. Musical Genre Classification 
  13. Clustering

Maple Scripts:

Signal Representations

Filtering and Smoothing

Microphone Arrays

Kalman-Filter

Script:

Script for an old version of the lecture in German