Tag Archives: PyTorch

Multilingual Speech Recognition for Low-Resource Languages

Diplomarbeit/Master thesis Supervisor: Martin Kampel Status: open Motivation Speech recognition has achieved impressive performance for major world languages such as English, Mandarin, or Spanish. However, many languages with smaller speaker communities suffer from a lack of resources for training accurate models. In various scenarios, multilingual speech interfaces can play an important role—e.g. in automated translation, command … Continue reading Multilingual Speech Recognition for Low-Resource Languages

Bias and Fairness in Deep Learning-Based Facial Recognition

Project/Bachelor thesis Supervisor: Martin Kampel Status: open MotivationSince the breakthrough of DeepFace in 2014 — a deep learning-based facial recognition system that achieved 97.35% accuracy, nearly reaching the level of human experts on the Labeled Faces in the Wild (LFW) dataset — artificial neural networks have become the dominant methodology in facial recognition. Despite impressive results, … Continue reading Bias and Fairness in Deep Learning-Based Facial Recognition