19 citations · 28 across the 7 of their papers we have counts for
7 papers
Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models
David Rannaleet, Victor Gunnarsson, Bo Bernhardsson +2
Limited training data constrains deep learning models for Auditory Attention Decoding (AAD) in hearing aids (HAs). AAD uses electroencephalogram (EEG) data to decode listener's att…
Neural Tracking of Sustained Attention, Attention Switching, and Natural Conversation in Audiovisual Environments using Mobile EEG
Johanna Wilroth, Oskar Keding, Martin A. Skoglund +3
Everyday communication is dynamic and multisensory, often involving shifting attention, overlapping speech and visual cues. Yet, most neural attention tracking studies are still li…
Good Practices for Institutional Organization of Research Institutes: Excellence in Research and Positive Impact on Society
Zlatan Ajanović, Hamza Merzić, Suad Krilasević +10
In this paper, we analyze examples of research institutes that stand out in scientific excellence and social impact. We define key practices for evaluating research results, econom…
Predicting EEG Responses to Attended Speech via Deep Neural Networks for Speech
Emina Alickovic, Tobias Dorszewski, Thomas U. Christiansen +4
Attending to the speech stream of interest in multi-talker environments can be a challenging task, particularly for listeners with hearing impairment. Research suggests that neural…
Vision for Bosnia and Herzegovina in Artificial Intelligence Age: Global Trends, Potential Opportunities, Selected Use-cases and Realistic Goals
Zlatan Ajanović, Emina Aličković, Aida Branković +7
Artificial Intelligence (AI) is one of the most promising technologies of the 21. century, with an already noticeable impact on society and the economy. With this work, we provide…
Estimating Conditional Transfer Entropy in Time Series using Mutual Information and Non-linear Prediction
Payam Shahsavari Baboukani, Carina Graversen, Emina Alickovic +1
We propose a new estimator to measure directed dependencies in time series. The dimensionality of data is first reduced using a new non-uniform embedding technique, where the varia…
EEG-based Auditory Attention Decoding: Towards Neuro-Steered Hearing Devices
Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic +6
People suffering from hearing impairment often have difficulties participating in conversations in so-called `cocktail party' scenarios with multiple people talking simultaneously.…