Publications (24)
Affect Decoding in Phonated and Silent Speech Production from Surface EMG
Simon Pistrosch, Kleanthis Avramidis, Zhao Ren +7
The expression of affect is integral to spoken communication, yet, its link to underlying articulatory execution remains unclear. Measures of articulatory muscle activity such as E…
Linking Labs: Interconnecting Experimental Environments
Tanja Schultz, Felix Putze, Thorsten Fehr +4
We introduce the concept of LabLinking: a technology-based interconnection of experimental laboratories across institutions, disciplines, cultures, languages, and time zones - in o…
Machine Unlearning in Speech Emotion Recognition via Forget Set Alone
Zhao Ren, Rathi Adarshi Rammohan, Kevin Scheck +1
Speech emotion recognition aims to identify emotional states from speech signals and has been widely applied in human-computer interaction, education, healthcare, and many other fi…
Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion
Zhao Ren, Kevin Scheck, Qinhan Hou +3
Electromyography-to-Speech (ETS) conversion has demonstrated its potential for silent speech interfaces by generating audible speech from Electromyography (EMG) signals during sile…
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs
Daniel Reich, Felix Putze, Tanja Schultz
With the expressed goal of improving system transparency and visual grounding in the reasoning process in VQA, we present a modular system for the task of compositional VQA based o…
A Modular Pipeline for 3D Object Tracking Using RGB Cameras
Lars Bredereke, Yale Hartmann, Tanja Schultz
Object tracking is a key challenge of computer vision with various applications that all require different architectures. Most tracking systems have limitations such as constrainin…