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Robust Speech Encoding in Impaired Hearing

Publikacje

The variability in potential biomarkers for cochlear synaptopathy after recreational noise exposure

Autorzy: Tine Vande Maele, Sarineh Keshishzadeh, Nele De Poortere, Ingeborg Dhooge, Hannah Keppler, Sarah Verhulst
Opublikowane w: 2021
Wydawca: BioXriv
DOI: 10.1101/2021.01.17.427007

Contributions of Low- and High-Frequency Sensorineural Hearing Deficits to Speech Intelligibility in Noise

Autorzy: Sarah Verhulst; Anna Warzybok
Opublikowane w: Biorxiv preprint, Numer 1, 2019
Wydawca: Cold Spring Harbor Laboratory
DOI: 10.1101/358127

Predicting synapse counts in living humans by combining computational models with auditory physiology

Autorzy: Brad N. Buran, Garnett P. McMillan, Sarineh Keshishzadeh, Sarah Verhulst, Naomi Bramhall
Opublikowane w: 2021
Wydawca: OSFpreprints
DOI: 10.31219/osf.io/f8bx6

A convolutional neural-network framework for modelling auditory sensory cells and synapses

Autorzy: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Opublikowane w: conditionally accepted, 2021
Wydawca: Nature Communications Biology
DOI: 10.1101/2020.11.25.388546

Machines hear better when they have ears

Autorzy: Baby, Deepak; Verhulst, Sarah
Opublikowane w: Numer 1, 2018, Strona(/y) 6
Wydawca: Arxiv

Towards a differential diagnosis of cochlear synaptopathy and outer-hair-cell deficits in mixed sensorineural hearing loss pathologies

Autorzy: Viacheslav Vasilkov, Sarah Verhulst
Opublikowane w: in review, 2019
Wydawca: N/A
DOI: 10.1101/19008680

Festival effect on cochlear synaptopathy (Maele et al., 2021)

Autorzy: Maele, Tine Vande; Keshishzadeh, Sarineh; De Poortere, Nele; Dhooge, Ingeborg; Keppler, Hannah; Verhulst, Sarah
Opublikowane w: Journal of Speech, Language, and Hearing Research, Numer 1, 2021
Wydawca: ASHA
DOI: 10.23641/asha.16821283.v1

A Neural-Network Framework for the Design of Individualised Hearing-Loss Compensation

Autorzy: Fotios Drakopoulos and Sarah Verhulst
Opublikowane w: 2022
Wydawca: ArXiv
DOI: 10.48550/arxiv.2207.07091

Hearing-Impaired Bio-Inspired Cochlear Models for Real-Time Auditory Applications

Autorzy: Arthur Van Den Broucke, Deepak Baby, Sarah Verhulst
Opublikowane w: Interspeech 2020, 2020, Strona(/y) 2842-2846
Wydawca: ISCA
DOI: 10.21437/interspeech.2020-2818

Otoacoustic Emissions in a Deep-Neural-Network Model ofCochlear Mechanics

Autorzy: Arthur Van Den Broucke, Fotios Drakopoulos, Deepak Baby, Sarah Verhuls
Opublikowane w: 2022
Wydawca: MOH

From derived-band envelope-following responses to individualized models of near- and supra-threshold hearing deficits

Autorzy: Sarineh Keshishzadeh, Sarah Verhulst
Opublikowane w: Proceedings of the International Symposium on Auditory and Audiological Research : vol. 7 : auditory learning in biological and artificial system, 2019, ISSN 2596-5522
Wydawca: ISAAR

Learning from model-based approaches for hearing lLoss compensation: which speech features are enhanced in machine-learning-based audio algorithms for cochlear synaptopathy compensation?

Autorzy: M. Wouters, F. Drakopoulos, S. Verhulst
Opublikowane w: 2022 ARO, the 45th Annual MidWinter Meeting, Abstract book, 2022, Strona(/y) 304-305
Wydawca: ARO

Individualized cochlear models based on distortion product otoacoustic emissions

Autorzy: Sarineh Keshishzadeh, Sarah Verhulst
Opublikowane w: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2021, ISBN 9781728111780
Wydawca: IEEE
DOI: 10.1109/embc46164.2021.9629808

How attending music festivals affects near and supra-threshold markers of hearing

Autorzy: Tine VandeMaele, Sarineh Keshishzadeh, Hannah Keppler, Ingeborg Dhooge, Sarah Verhulst
Opublikowane w: e-Forum Acusticum 2020, Proceedings, 2020, Strona(/y) 625-626
Wydawca: Forum Acusticum
DOI: 10.48465/fa.2020.1022

Speech intelligibility in tinnitus and ageing : exploring the role of impaired peripheral and brainstem processing

Autorzy: Sarah Verhulst, Sarineh Keshishzadeh, Hannah Keppler, ngeborg Dhooge
Opublikowane w: 2022 ARO, the 45th Annual MidWinter Meeting, Abstract book, Numer Annual, 2022, Strona(/y) 2
Wydawca: ARO

Individual Temporal Fine-structure Detection Differences across Younger and Older Listeners: Disentangling Sources of Sensorineural Hearing Loss using a Model-based Approach

Autorzy: Alejandro Osses, Markus Garrett, Sarah Verhulst
Opublikowane w: e-Forum Acusticum 2020, Proceedings, 2020, Strona(/y) 1397
Wydawca: Forum Acusticum
DOI: 10.48465/fa.2020.1061

Applying biophysical auditory periphery models for real-time applications and studies of hearing impairment

Autorzy: Arthur van Den Broucke, Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Opublikowane w: e-Forum Acusticum 2020, 2020, Strona(/y) 3005-3006
Wydawca: Forum Acusticum
DOI: 10.48465/fa.2020.1026

A Differentiable Optimisation Framework for The Design of Individualised DNN-based Hearing-Aid Strategies

Autorzy: Fotios Drakopoulos, Sarah Verhulst
Opublikowane w: 2022, ISBN 978-1-6654-0540-9
Wydawca: IEEE
DOI: 10.1109/icassp43922.2022.9747683

Sergan: Speech Enhancement Using Relativistic Generative Adversarial Networks with Gradient Penalty

Autorzy: Deepak Baby, Sarah Verhulst
Opublikowane w: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Strona(/y) 106-110, ISBN 978-1-4799-8131-1
Wydawca: IEEE
DOI: 10.1109/icassp.2019.8683799

Biophysically-inspired Features Improve the Generalizability of Neural Network-based Speech Enhancement Systems

Autorzy: Deepak Baby, Sarah Verhulst
Opublikowane w: Interspeech 2018, 2018, Strona(/y) 3264-3268
Wydawca: ISCA
DOI: 10.21437/interspeech.2018-1237

Tonotopic sensitivity to supra-threshold hearing deficits of the envelope following response evoked by broadband stimuli

Autorzy: Sarineh Keshishzadeh, Viacheslav Vasilkov, Sarah Verhulst
Opublikowane w: Proceedings of the 23rd International Congress on Acoustics, 2019, Strona(/y) 6513-6518, ISBN 978-3-939296-15-7
Wydawca: DEGA

Hearing-impaired sound perception: What can we learn from a biophysical model of the human auditory periphery?

Autorzy: Alejandro Osses, Frauke Ernst, Sarah Verhulst
Opublikowane w: Proceedings of the 23rd International Congress on Acoustics, 2019, Strona(/y) 678-685, ISBN 978-3-939296-15-7
Wydawca: DEGA

Real-time audio processing on a Raspberry Pi using deep neural networks

Autorzy: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Opublikowane w: Proceedings of the 23rd International Congress on Acoustics, 2019, ISBN 978-3-939296-15-7
Wydawca: DEGA

Low and high-frequency hearing mechanisms in ageing and tinnitus

Autorzy: Verhulst, Sarah; Keshishzadeh, Sarineh; Taghon, Baziel; Keppler, Hannah; Dhooge, Ingeborg
Opublikowane w: Proceedings of the 19th International Symposium on Hearing: Psychoacoustics, Physiology of Hearing, and Auditory Modelling, from the Ear to the Brain (ISH2022), 2022
Wydawca: ISH 2022
DOI: 10.5281/zenodo.6576950

Biophysically realistic neural-network models of auditory neurons and synapses for neuroscience and machine-hearing applications

Autorzy: Sarah Verhulst, Fotios Drakopoulos, Arthur Van Den Broucke, Deepak Baby
Opublikowane w: JOURNAL OF COMPUTATIONAL NEUROSCIENCE, Numer 2021, Vol 49 Suppl. 1, 2021, Strona(/y) S30-S31, ISSN 0929-5313
Wydawca: Springer

A convolutional neural-network framework for modelling auditory sensory cells and synapses

Autorzy: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Opublikowane w: COMMUNICATIONS BIOLOGY, Numer 2021 Vol 4 Numer 1, 2021, ISSN 2399-3642
Wydawca: Nature Researc
DOI: 10.1038/s42003-021-02341-5

Towards Personalized Auditory Models: Predicting Individual Sensorineural Hearing-Loss Profiles From Recorded Human Auditory Physiology

Autorzy: Sarineh Keshishzadeh, Markus Garrett, Sarah Verhulst
Opublikowane w: Trends in Hearing, Numer 25, 2021, Strona(/y) 233121652098840, ISSN 2331-2165
Wydawca: SAGE Publications Inc.
DOI: 10.1177/2331216520988406

Envelope following responses predict speech-in-noise performance in normal-hearing listeners

Autorzy: Anita M. Mepani, Sarah Verhulst, Kenneth E. Hancock, Markus Garrett, Viacheslav Vasilkov, Kara Bennett, Victor de Gruttola, M. Charles Liberman, Stéphane F. Maison
Opublikowane w: Journal of Neurophysiology, Numer 125/4, 2021, Strona(/y) 1213-1222, ISSN 0022-3077
Wydawca: American Physiological Society
DOI: 10.1152/jn.00620.2020

Enhancing the sensitivity of the envelope-following response for cochlear synaptopathy screening in humans: The role of stimulus envelope

Autorzy: Viacheslav Vasilkov, Markus Garrett, Manfred Mauermann, Sarah Verhulst
Opublikowane w: Hearing Research, Numer 400, 2021, Strona(/y) 108132, ISSN 0378-5955
Wydawca: Elsevier BV
DOI: 10.1016/j.heares.2020.108132

Computational modeling of the human auditory periphery: Auditory-nerve responses, evoked potentials and hearing loss

Autorzy: Sarah Verhulst, Alessandro Altoè, Viacheslav Vasilkov
Opublikowane w: Hearing Research, Numer 360, 2018, Strona(/y) 55-75, ISSN 0378-5955
Wydawca: Elsevier BV
DOI: 10.1016/j.heares.2017.12.018

The search for noise-induced cochlear synaptopathy in humans: Mission impossible?

Autorzy: Naomi Bramhall, Elizabeth Francis Beach, Bastian Epp, Colleen G. Le Prell, Enrique A. Lopez-Poveda, Christopher J. Plack, Roland Schaette, Sarah Verhulst, Barbara Canlon
Opublikowane w: Hearing Research, Numer 377, 2019, Strona(/y) 88-103, ISSN 0378-5955
Wydawca: Elsevier BV
DOI: 10.1016/j.heares.2019.02.016

Suprathreshold Psychoacoustics and Envelope-Following Response Relations: Normal-Hearing, Synaptopathy and Cochlear Gain Loss

Autorzy: Sarah Verhulst, Frauke Ernst, Markus Garrett, Viacheslav Vasilkov
Opublikowane w: Acta Acustica united with Acustica, Numer 104/5, 2018, Strona(/y) 800-803, ISSN 1610-1928
Wydawca: S. Hirzel Verlag
DOI: 10.3813/aaa.919227

Acquisition of Subcortical Auditory Potentials With Around-the-Ear cEEGrid Technology in Normal and Hearing Impaired Listeners

Autorzy: Markus Garrett, Stefan Debener, Sarah Verhulst
Opublikowane w: Frontiers in Neuroscience, Numer 13, 2019, ISSN 1662-453X
Wydawca: Frontiers
DOI: 10.3389/fnins.2019.00730

The derived-band envelope following response and its sensitivity to sensorineural hearing deficits

Autorzy: Sarineh Keshishzadeh, Markus Garrett, Viacheslav Vasilkov, Sarah Verhulst
Opublikowane w: Hearing Research, Numer 392, 2020, Strona(/y) 107979, ISSN 0378-5955
Wydawca: Elsevier BV
DOI: 10.1016/j.heares.2020.107979

A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications

Autorzy: Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
Opublikowane w: Nature Machine Intelligence, Numer 3/2, 2021, Strona(/y) 134-143, ISSN 2522-5839
Wydawca: Nature Publishing Group
DOI: 10.1038/s42256-020-00286-8

The variability in potential biomarkers for cochlear synaptopathy after recreational noise exposure

Autorzy: Tine Vande Maele, Sarineh Keshishzadeh, Nele De Poortere, Ingeborg Dhooge, Hannah Keppler, Sarah Verhulst
Opublikowane w: JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, Numer Volume 64 Numer 12, 2021, Strona(/y) 4964-4981, ISSN 1092-4388
Wydawca: American Speech-Language-Hearing Association
DOI: 10.1044/2021_jslhr-21-00064

A comparative study of eight human auditory models of monaural processing

Autorzy: Vecchi, Alejandro Osses; Varnet, Léo; Carney, Laurel H.; Dau, Torsten; Bruce, Ian C.; Verhulst, Sarah; Majdak, Piotr
Opublikowane w: Acta Acustica, Numer Volume 6, 2022, 2022, Strona(/y) 24, ISSN 2681-4617
Wydawca: EDP Sciences
DOI: 10.1051/aacus/2022008

Model-based hearing-enhancement strategies for cochlear synaptopathy pathologies

Autorzy: Fotios Drakopoulos, Viacheslav Vasilkov, Alejandro Osses Vecchi, Tijmen Wartenberg, Sarah Verhulst
Opublikowane w: Hearing Research, 2022, Strona(/y) 108569, ISSN 0378-5955
Wydawca: Elsevier BV
DOI: 10.1016/j.heares.2022.108569

Acquired hearing deficits

Autorzy: Sarah Verhulst, Markus Garrett
Opublikowane w: The senses : a comprehensive reference, 2020, Strona(/y) 861-870, ISBN 9780128054093
Wydawca: Elsevier

Prawa własności intelektualnej

METHOD AND SYSTEM FOR DETERMINING THE INTEGRITY OF AUDITORY NERVE FIBERS AND SYNAPSES

Numer wniosku/publikacji: 20 21052848
Data: 2021-02-05
Wnioskodawca/wnioskodawcy: UNIVERSITEIT GENT

A CLOSED-LOOP METHOD TO INDIVIDUALIZE NEURAL-NETWORK-BASED AUDIO SIGNAL PROCESSING

Numer wniosku/publikacji: 20 21058655
Data: 2021-04-01
Wnioskodawca/wnioskodawcy: UNIVERSITEIT GENT

A NEURAL NETWORK MODEL FOR COCHLEAR MECHANICS AND PROCESSING

Numer wniosku/publikacji: 20 20065893
Data: 2020-06-09
Wnioskodawca/wnioskodawcy: UNIVERSITEIT GENT

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