AILab is involved in teaching at the Technical University in Liberec (TUL). It mainly focuses on the Faculty of Mechatronics.
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)
- Classification and Decision Methods (CDM)
- 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)
- Computational Linguistics (PLI)
- Computer Speech Processing (PZR)
- Adv. methods of speech recognition (PMR)
- Adv. programming for the Java platform (PPJ)
Doctoral studies subjects
- Spoken and Written Language Processing (ZMJ/D)
- Image Processing and Analysis (ZRD/D)
- Processing of Multidimensional Signals (ZVS/D)
Theses topics:
- 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