Practical training: Praktikum Social Signal Processing - Details

Practical training: Praktikum Social Signal Processing - Details

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General information

Course name Practical training: Praktikum Social Signal Processing
Course number INF-3025
Semester WS 2024/25
Current number of participants 11
expected number of participants 15
Home institute Embedded Intelligence for Health Care and Wellbeing
participating institutes Institut für Informatik
Courses type Practical training in category Teaching
First date Monday, 21.10.2024 09:00 - 19:00, Room: (Eichleitnerstr. 30, Building F1, Room 004)
Participants The Praktikum will take place as a block course at the beginning of the winter term (October 2024).
Pre-requisites Deep Learning: Knowledge of architectures like Transformers and experience with frameworks (e.g., TensorFlow, PyTorch).

Programming: Proficient in Python, with experience in machine learning and data processing.

Math: Understanding of linear algebra, probability, and statistics for model optimization.
Veranstaltung findet in Präsenz statt / hat Präsenz-Bestandteile Yes
Hauptunterrichtssprache englisch
ECTS points 5

Rooms and times

(Eichleitnerstr. 30, Building F1, Room 004)
Monday, 21.10.2024 - Friday, 25.10.2024 09:00 - 19:00

Module assignments

Comment/Description

This course is dedicated to multimodal sentiment and emotion recognition. This intensive one-week course offers a hands-on environment for developing and evaluating machine learning approaches to multimedia processing and deep learning methods for automatic audiovisual, and textual affect modeling. Participants will work within a common experimental framework to solve practical tasks.