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Researcher
Fotios Drakopoulos
Profile
Projects
Publications
Activities
Awards & Distinctions
11
Results
2023
A neural-network framework for the design of individualised hearing-loss compensation
Fotios Drakopoulos
Sarah Verhulst
A1
Journal Article
in
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
2023
Machine-learning-based audio algorithms for hearing loss compensation
Marjoleen Wouters
Fotios Drakopoulos
Sarah Verhulst
C1
Conference
2023
2022
A differentiable optimisation framework for the design of individualised DNN-based hearing-aid strategies
Fotios Drakopoulos
Sarah Verhulst
P1
Conference
2022
Learning from model-based approaches for hearing loss compensation : which speech features are enhanced in machine-learning-based audio algorithms for cochlear synaptopathy compensation?
Marjoleen Wouters
Fotios Drakopoulos
Sarah Verhulst
C3
Conference
2022
Machine-learning-based audio algorithms for cochlear synaptopathy compensation : which speech features are enhanced?
Marjoleen Wouters
Fotios Drakopoulos
Sarah Verhulst
C1
Conference
2022
Model-based hearing-enhancement strategies for cochlear synaptopathy pathologies
Fotios Drakopoulos
Viacheslav Vasilkov
Alejandro Osses Vecchi
Tijmen Wartenberg
Sarah Verhulst
A1
Journal Article
in
HEARING RESEARCH
2022
Novel compensation strategies for hearing-impaired auditory signal processing
Fotios Drakopoulos
Sarah Verhulst
Dick Botteldooren
Dissertation
2022
2021
A convolutional neural-network framework for modelling auditory sensory cells and synapses
Fotios Drakopoulos
Deepak Baby
Sarah Verhulst
A1
Journal Article
in
COMMUNICATIONS BIOLOGY
2021
Biophysically realistic neural-network models of auditory neurons and synapses for neuroscience and machine-hearing applications
Sarah Verhulst
Fotios Drakopoulos
Arthur Van Den Broucke
Deepak Baby
C3
Conference
2021
2020
Applying biophysical auditory periphery models for real-time applications and studies of hearing impairment
Arthur Van Den Broucke
Fotios Drakopoulos
Deepak Baby
Sarah Verhulst
C1
Conference
2020
2019
Real-time audio processing on a raspberry Pi using deep neural networks
Fotios Drakopoulos
Deepak Baby
Sarah Verhulst
C1
Conference
2019