Robust Speech Encoding in Impaired Hearing

Informations projet

RobSpear

N° de convention de subvention: 678120

DOI

10.3030/678120

Projet clôturé

Date de signature de la CE 16 Février 2016

Date de début 1 Octobre 2016

Date de fin 31 Mars 2022

Financé au titre de

• EXCELLENT SCIENCE - European Research Council (ERC)

Coût total

€ 1 499 780,00

Contribution de l’UE

€ 1 499 780,00

Coordonné par

UNIVERSITEIT GENT
Belgium

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Other (8)

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

Auteurs: Tine Vande Maele, Sarineh Keshishzadeh, Nele De Poortere, Ingeborg Dhooge, Hannah Keppler, Sarah Verhulst
Publié dans: 2021
Éditeur: BioXriv
DOI: 10.1101/2021.01.17.427007

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

Auteurs: Sarah Verhulst; Anna Warzybok
Publié dans: Biorxiv preprint, Numéro 1, 2019
Éditeur: Cold Spring Harbor Laboratory
DOI: 10.1101/358127

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

Auteurs: Brad N. Buran, Garnett P. McMillan, Sarineh Keshishzadeh, Sarah Verhulst, Naomi Bramhall
Publié dans: 2021
Éditeur: OSFpreprints
DOI: 10.31219/osf.io/f8bx6

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

Auteurs: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Publié dans: conditionally accepted, 2021
Éditeur: Nature Communications Biology
DOI: 10.1101/2020.11.25.388546

Machines hear better when they have ears

Auteurs: Baby, Deepak; Verhulst, Sarah
Publié dans: Numéro 1, 2018, Page(s) 6
Éditeur: Arxiv

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

Auteurs: Viacheslav Vasilkov, Sarah Verhulst
Publié dans: in review, 2019
Éditeur: N/A
DOI: 10.1101/19008680

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

Auteurs: Maele, Tine Vande; Keshishzadeh, Sarineh; De Poortere, Nele; Dhooge, Ingeborg; Keppler, Hannah; Verhulst, Sarah
Publié dans: Journal of Speech, Language, and Hearing Research, Numéro 1, 2021
Éditeur: ASHA
DOI: 10.23641/asha.16821283.v1

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

Auteurs: Fotios Drakopoulos and Sarah Verhulst
Publié dans: 2022
Éditeur: ArXiv
DOI: 10.48550/arxiv.2207.07091

Conference proceedings (17)

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

Auteurs: Arthur Van Den Broucke, Deepak Baby, Sarah Verhulst
Publié dans: Interspeech 2020, 2020, Page(s) 2842-2846
Éditeur: ISCA
DOI: 10.21437/interspeech.2020-2818

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

Auteurs: Arthur Van Den Broucke, Fotios Drakopoulos, Deepak Baby, Sarah Verhuls
Publié dans: 2022
Éditeur: MOH

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

Auteurs: Sarineh Keshishzadeh, Sarah Verhulst
Publié dans: Proceedings of the International Symposium on Auditory and Audiological Research : vol. 7 : auditory learning in biological and artificial system, 2019, ISSN 2596-5522
Éditeur: 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?

Auteurs: M. Wouters, F. Drakopoulos, S. Verhulst
Publié dans: 2022 ARO, the 45th Annual MidWinter Meeting, Abstract book, 2022, Page(s) 304-305
Éditeur: ARO

Individualized cochlear models based on distortion product otoacoustic emissions

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

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

Auteurs: Tine VandeMaele, Sarineh Keshishzadeh, Hannah Keppler, Ingeborg Dhooge, Sarah Verhulst
Publié dans: e-Forum Acusticum 2020, Proceedings, 2020, Page(s) 625-626
Éditeur: Forum Acusticum
DOI: 10.48465/fa.2020.1022

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

Auteurs: Sarah Verhulst, Sarineh Keshishzadeh, Hannah Keppler, ngeborg Dhooge
Publié dans: 2022 ARO, the 45th Annual MidWinter Meeting, Abstract book, Numéro Annual, 2022, Page(s) 2
Éditeur: ARO

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

Auteurs: Alejandro Osses, Markus Garrett, Sarah Verhulst
Publié dans: e-Forum Acusticum 2020, Proceedings, 2020, Page(s) 1397
Éditeur: Forum Acusticum
DOI: 10.48465/fa.2020.1061

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

Auteurs: Arthur van Den Broucke, Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Publié dans: e-Forum Acusticum 2020, 2020, Page(s) 3005-3006
Éditeur: Forum Acusticum
DOI: 10.48465/fa.2020.1026

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

Auteurs: Fotios Drakopoulos, Sarah Verhulst
Publié dans: 2022, ISBN 978-1-6654-0540-9
Éditeur: IEEE
DOI: 10.1109/icassp43922.2022.9747683

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

Auteurs: Deepak Baby, Sarah Verhulst
Publié dans: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, Page(s) 106-110, ISBN 978-1-4799-8131-1
Éditeur: IEEE
DOI: 10.1109/icassp.2019.8683799

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

Auteurs: Deepak Baby, Sarah Verhulst
Publié dans: Interspeech 2018, 2018, Page(s) 3264-3268
Éditeur: ISCA
DOI: 10.21437/interspeech.2018-1237

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

Auteurs: Sarineh Keshishzadeh, Viacheslav Vasilkov, Sarah Verhulst
Publié dans: Proceedings of the 23rd International Congress on Acoustics, 2019, Page(s) 6513-6518, ISBN 978-3-939296-15-7
Éditeur: DEGA

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

Auteurs: Alejandro Osses, Frauke Ernst, Sarah Verhulst
Publié dans: Proceedings of the 23rd International Congress on Acoustics, 2019, Page(s) 678-685, ISBN 978-3-939296-15-7
Éditeur: DEGA

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

Auteurs: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Publié dans: Proceedings of the 23rd International Congress on Acoustics, 2019, ISBN 978-3-939296-15-7
Éditeur: DEGA

Low and high-frequency hearing mechanisms in ageing and tinnitus

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

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

Auteurs: Sarah Verhulst, Fotios Drakopoulos, Arthur Van Den Broucke, Deepak Baby
Publié dans: JOURNAL OF COMPUTATIONAL NEUROSCIENCE, Numéro 2021, Vol 49 Suppl. 1, 2021, Page(s) S30-S31, ISSN 0929-5313
Éditeur: Springer

Peer reviewed articles (12)

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

Auteurs: Fotios Drakopoulos, Deepak Baby, Sarah Verhulst
Publié dans: COMMUNICATIONS BIOLOGY, Numéro 2021 Vol 4 Numéro 1, 2021, ISSN 2399-3642
Éditeur: Nature Researc
DOI: 10.1038/s42003-021-02341-5

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

Auteurs: Sarineh Keshishzadeh, Markus Garrett, Sarah Verhulst
Publié dans: Trends in Hearing, Numéro 25, 2021, Page(s) 233121652098840, ISSN 2331-2165
Éditeur: SAGE Publications Inc.
DOI: 10.1177/2331216520988406

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

Auteurs: Anita M. Mepani, Sarah Verhulst, Kenneth E. Hancock, Markus Garrett, Viacheslav Vasilkov, Kara Bennett, Victor de Gruttola, M. Charles Liberman, Stéphane F. Maison
Publié dans: Journal of Neurophysiology, Numéro 125/4, 2021, Page(s) 1213-1222, ISSN 0022-3077
Éditeur: 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

Auteurs: Viacheslav Vasilkov, Markus Garrett, Manfred Mauermann, Sarah Verhulst
Publié dans: Hearing Research, Numéro 400, 2021, Page(s) 108132, ISSN 0378-5955
Éditeur: Elsevier BV
DOI: 10.1016/j.heares.2020.108132

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

Auteurs: Sarah Verhulst, Alessandro Altoè, Viacheslav Vasilkov
Publié dans: Hearing Research, Numéro 360, 2018, Page(s) 55-75, ISSN 0378-5955
Éditeur: Elsevier BV
DOI: 10.1016/j.heares.2017.12.018

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

Auteurs: Naomi Bramhall, Elizabeth Francis Beach, Bastian Epp, Colleen G. Le Prell, Enrique A. Lopez-Poveda, Christopher J. Plack, Roland Schaette, Sarah Verhulst, Barbara Canlon
Publié dans: Hearing Research, Numéro 377, 2019, Page(s) 88-103, ISSN 0378-5955
Éditeur: Elsevier BV
DOI: 10.1016/j.heares.2019.02.016

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

Auteurs: Sarah Verhulst, Frauke Ernst, Markus Garrett, Viacheslav Vasilkov
Publié dans: Acta Acustica united with Acustica, Numéro 104/5, 2018, Page(s) 800-803, ISSN 1610-1928
Éditeur: 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

Auteurs: Markus Garrett, Stefan Debener, Sarah Verhulst
Publié dans: Frontiers in Neuroscience, Numéro 13, 2019, ISSN 1662-453X
Éditeur: Frontiers
DOI: 10.3389/fnins.2019.00730

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

Auteurs: Sarineh Keshishzadeh, Markus Garrett, Viacheslav Vasilkov, Sarah Verhulst
Publié dans: Hearing Research, Numéro 392, 2020, Page(s) 107979, ISSN 0378-5955
Éditeur: 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

Auteurs: Deepak Baby, Arthur Van Den Broucke, Sarah Verhulst
Publié dans: Nature Machine Intelligence, Numéro 3/2, 2021, Page(s) 134-143, ISSN 2522-5839
Éditeur: Nature Publishing Group
DOI: 10.1038/s42256-020-00286-8

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

Auteurs: Tine Vande Maele, Sarineh Keshishzadeh, Nele De Poortere, Ingeborg Dhooge, Hannah Keppler, Sarah Verhulst
Publié dans: JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, Numéro Volume 64 Numéro 12, 2021, Page(s) 4964-4981, ISSN 1092-4388
Éditeur: American Speech-Language-Hearing Association
DOI: 10.1044/2021_jslhr-21-00064

A comparative study of eight human auditory models of monaural processing

Auteurs: Vecchi, Alejandro Osses; Varnet, Léo; Carney, Laurel H.; Dau, Torsten; Bruce, Ian C.; Verhulst, Sarah; Majdak, Piotr
Publié dans: Acta Acustica, Numéro Volume 6, 2022, 2022, Page(s) 24, ISSN 2681-4617
Éditeur: EDP Sciences
DOI: 10.1051/aacus/2022008

Non-peer reviewed articles (1)

Model-based hearing-enhancement strategies for cochlear synaptopathy pathologies

Auteurs: Fotios Drakopoulos, Viacheslav Vasilkov, Alejandro Osses Vecchi, Tijmen Wartenberg, Sarah Verhulst
Publié dans: Hearing Research, 2022, Page(s) 108569, ISSN 0378-5955
Éditeur: Elsevier BV
DOI: 10.1016/j.heares.2022.108569

Book chapters (1)

Acquired hearing deficits

Auteurs: Sarah Verhulst, Markus Garrett
Publié dans: The senses : a comprehensive reference, 2020, Page(s) 861-870, ISBN 9780128054093
Éditeur: Elsevier

Droits de propriété intellectuelle

Patent (3)

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

Numéro de demande/publication: 20 21058655
Date: 2021-04-01
Demandeur(s): UNIVERSITEIT GENT

A NEURAL NETWORK MODEL FOR COCHLEAR MECHANICS AND PROCESSING

Numéro de demande/publication: 20 20065893
Date: 2020-06-09
Demandeur(s): UNIVERSITEIT GENT

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

Numéro de demande/publication: 20 21052848
Date: 2021-02-05
Demandeur(s): UNIVERSITEIT GENT