Digital Signal Processing 2023

Lecturer: Prof. Klakow

Location: HS -1.03 A51

Time: Mondays, 10:15-11:45
Starts: 17. April

Suitable for: CS, CuK, Mechatronik, CoLi

Corresponding LSF entry.

Tutorial 1: will be determined at the first lecture

Tutorial 2:will be determined at the first lecture

Exam: 18. September 14:00-16:00

Don’t forget to register on HIPOS for the exam by the HISPOS deadline for this exam.

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

Forum: tbd

Tutorials:See forum

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

Slides: see forum

Maple Scripts:

Signal Representations

Filtering and Smoothing

Microphone Arrays

Kalman-Filter

Script:

Script for an old version of the lecture in German