TEACHING

COURSES

The courses focus on signal, image and text processing, machine learning/artificial intelligence, advanced programming, and cloud technologies.

Within the bachelor field of study information technologies, the AILab guarantees a specialized branch called Intelligent systems. In this branch, specialists in the aforementioned technological areas are trained.

Subjects guaranteed by AILab:

Details can be found in STAG of the TUL in section Browse IS/STAG

BACHELOR

STUDIES SUBJECTS:

  • Signals and Information (SGI)
  • Introduction to machine learning (USU)
  • Data mining methods (MVD)
  • Multimedia technology (MT)
  • Cloud computing (CTC)
  • Big data databases (DPB)
  • Big data technologies (TPB)

MASTER

STUDIES SUBJECTS:

  • Image processing (IMA)
  • Machine vision (PVI)
  • Digital signal processing (PZS)
  • Narutal language processing (PLI)
  • Computer speech processing (PZR)
  • Selected machine learning methods (VSU)

DOCTORAL

STUDIES SUBJECTS:

  • Spoken and Written Language Processing (ZMJ/D)
  • Image Processing and Analysis (ZRD/D)
  • Processing of Multidimensional Signals (ZVS/D)

Selected final theseS

  • System for automatic detection and identification of persons based on digital facial image
  • System for automatic detection and recognition of plants
  • Automatic punctuation generation in speech recognition systems
  • Non-intrusive speech quality estimation
  • Neural speech enhancement
  • Identification of Slavic languages from audio recordings on the VoxLingua107 dataset
  • Fearless Steps Challenge: Speech Detection in NASA Apollo Program Audio Recordings
  • Audio transcription editor
  • Generating images from user inputs using neural networks
  • Alzheimer’s dementia recognition from spontaneous speech using deep neural networks
  • Using diffusion models to embed QR code in images
  • Identifying text authorship using language models