Time Line of the Lecture "Pattern Recognition"

  • Motivation
  • Fundamentals
    • The „hidden“ part of the model
    • The inner family of random processes
  • Fundamental problems of Hidden Markov Models
    • Efficient calculation of sequence probabilities
    • Efficient calculation of the most probable sequence

Slides of the lecture

  • Motivation
  • Basics of speaker verification und speaker identification
    • Preprocessing and segmentation
    • Codebook-based schemes
    • Schemes based on Gaussian mixture models
  • Model adaption
  • Discriminative approaches

Slides of the lecture

  • Motivation
  • Fundamentals
    • Gaussian mixture models in practice
    • Generation of Gaussian mixture models
  • Applications in speech and audio processing
    • Bandwidth extension
    • Signal separation
    • Speaker recognition

Slides of the lecture

Recent Publications

P. Durdaut, J. Reermann, S. Zabel, Ch. Kirchhof, E. Quandt, F. Faupel, G. Schmidt, R. Knöchel, and M. Höft: Modeling and Analysis of Noise Sources for Thin-Film Magnetoelectric Sensors Based on the Delta-E Effect, IEEE Transactions on Instrumentation and Measurement, published online, 2017

P. Durdaut, S. Salzer, J. Reermann, V. Röbisch, J. McCord, D. Meyners, E. Quandt, G. Schmidt, R. Knöchel, and M. Höft: Improved Magnetic Frequency Conversion Approach for Magnetoelectric Sensors, IEEE Sensors Letters, published online, 2017

 

Website News

18.06.2017: Page about KiRAT news added (also visible in KiRAT).

31.05.2017: Some pictures added.

23.04.2017: Time line for the lecture "Adaptive Filters" added.

13.04.2017: List of PhD theses added.

Contact

Prof. Dr.-Ing. Gerhard Schmidt

E-Mail: gus@tf.uni-kiel.de

Christian-Albrechts-Universität zu Kiel
Faculty of Engineering
Institute for Electrical Engineering and Information Engineering
Digital Signal Processing and System Theory

Kaiserstr. 2
24143 Kiel, Germany

Recent News

Alexej Namenas - A New Guy in the Team

In June Alexej Namenas started in the DSS Team. He will work on real-time tracking algorithms for SONAR applications. Alexej has done both theses (Bachelor and Master) with us. The Bachelor thesis in audio processing (beamforming) and the Master thesis in the medical field (real-time electro- and magnetocardiography). In addition, he has intership erperience in SONAR processing.

We are pretty ...


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