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Onderzoeker
Fotios Drakopoulos
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
11
Resultaten
2023
A neural-network framework for the design of individualised hearing-loss compensation
Fotios Drakopoulos
Sarah Verhulst
A1
Artikel in een tijdschrift
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
Conferentie
2023
2022
A differentiable optimisation framework for the design of individualised DNN-based hearing-aid strategies
Fotios Drakopoulos
Sarah Verhulst
P1
Conferentie
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
Conferentie
2022
Machine-learning-based audio algorithms for cochlear synaptopathy compensation : which speech features are enhanced?
Marjoleen Wouters
Fotios Drakopoulos
Sarah Verhulst
C1
Conferentie
2022
Model-based hearing-enhancement strategies for cochlear synaptopathy pathologies
Fotios Drakopoulos
Viacheslav Vasilkov
Alejandro Osses Vecchi
Tijmen Wartenberg
Sarah Verhulst
A1
Artikel in een tijdschrift
in
HEARING RESEARCH
2022
Novel compensation strategies for hearing-impaired auditory signal processing
Fotios Drakopoulos
Sarah Verhulst
Dick Botteldooren
Proefschrift
2022
2021
A convolutional neural-network framework for modelling auditory sensory cells and synapses
Fotios Drakopoulos
Deepak Baby
Sarah Verhulst
A1
Artikel in een tijdschrift
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
Conferentie
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
Conferentie
2020
2019
Real-time audio processing on a raspberry Pi using deep neural networks
Fotios Drakopoulos
Deepak Baby
Sarah Verhulst
C1
Conferentie
2019