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Cognitive Control of a Hearing Aid

Deliverables

Report on EEG database, HI listeners and age-matched NH listeners

Report on EEG response database from HI listeners and age-matched NH listeners. This will be used in WP2 and WP5 together with NH data from WP3.

Report on initial psychophysics, objective attention

Report on results of initial psychophysical experiments involving objective attention (manuscript draft).

Specifications of portable hand-held device

Report on specifications of portable device and test in various environments.

Specification of acoustic scenarios

Specifications of the acoustic scenarios to be tested. This provides input to WP1, WP2, WP3, and WP4.

Data Management Plan

Data Management Plan

Report on hearing aid relevant recording

Report on hearing aid relevant audio recording systems for use in WP3 and WP4.

Progress report 1

Progress report 1

Report on EEG, attention switching task

Report on results of EEG experiments involving attention switching (manuscript draft)

Report on on-board computation

Report on on-board computation to reduce required transmission bandwidth (conference/journal paper).

Database of acoustic recordings

Database of acoustic recordings for each listening scenario. This provides input to WP1, WP2, WP3, and WP4.

Progress report 2

Progress report 2.

Report on joint decoding

Report on joint decoding.

Report on test platform

Report on test of platform in multi-speaker environments.

Final report.

Final report.

Recommendations for final hearing aid device

Recommendations for the specifications of a final device resulting from the evaluation of the prototype performance and the comparison of the different interaction protocols.

Report on audio preprocessing

Report on audio preprocessing.

Report on EEG, switch attention tasks

Report on results of EEG experiments involving switch attention (manuscript draft).

Report on EEG signal preprocessing

Report on EEG signal preprocessing.

Report on EEG, objective attention task

Report on results of EEG experiments involving objective attention (manuscript draft).

EarEEG integrated in EEG

Report on EarEEG systems integrated in conventional EEG systems for use in WP3 and WP4.

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Publications

Formation and suppression of acoustic memories during human sleep

Author(s): Thomas Andrillon, Daniel Pressnitzer, Damien Léger, Sid Kouider
Published in: Nature Communications, Issue 8/1, 2017, ISSN 2041-1723
DOI: 10.1038/s41467-017-00071-z

Scanning for oscillations

Author(s): Alain de Cheveigné, Dorothée Arzounian
Published in: Journal of Neural Engineering, Issue 12/6, 2015, Page(s) 066020, ISSN 1741-2560
DOI: 10.1088/1741-2560/12/6/066020

Reconstruction of audio waveforms from spike trains of artificial cochlea models

Author(s): Anja T. Zai, Saurabh Bhargava, Nima Mesgarani, Shih-Chii Liu
Published in: Frontiers in Neuroscience, Issue 9, 2015, ISSN 1662-453X
DOI: 10.3389/fnins.2015.00347

Fast response to human voices in autism

Author(s): I-Fan Lin, Trevor R. Agus, Clara Suied, Daniel Pressnitzer, Takashi Yamada, Yoko Komine, Nobumasa Kato, Makio Kashino
Published in: Scientific Reports, Issue 6/1, 2016, ISSN 2045-2322
DOI: 10.1038/srep26336

Noise-robust cortical tracking of attended speech in real-world acoustic scenes

Author(s): Søren Asp Fuglsang, Torsten Dau, Jens Hjortkjær
Published in: NeuroImage, Issue 156, 2017, Page(s) 435-444, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2017.04.026

The impact of visual gaze direction on auditory object tracking

Author(s): Ulrich Pomper, Maria Chait
Published in: Scientific Reports, Issue 7/1, 2017, ISSN 2045-2322
DOI: 10.1038/s41598-017-04475-1

Interindividual variability in auditory scene analysis revealed by confidence judgements

Author(s): C. Pelofi, V. de Gardelle, P. Egré, D. Pressnitzer
Published in: Philosophical Transactions of the Royal Society B: Biological Sciences, Issue 372/1714, 2017, Page(s) 20160107, ISSN 0962-8436
DOI: 10.1098/rstb.2016.0107

Task-Modulated Cortical Representations of Natural Sound Source Categories

Author(s): Jens Hjortkjær, Tanja Kassuba, Kristoffer H Madsen, Martin Skov, Hartwig R Siebner
Published in: Cerebral Cortex, Issue 28/1, 2017, Page(s) 295-306, ISSN 1047-3211
DOI: 10.1093/cercor/bhx263

Robust detrending, rereferencing, outlier detection, and inpainting for multichannel data

Author(s): Alain de Cheveigné, Dorothée Arzounian
Published in: NeuroImage, 2018, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2018.01.035

Decoding the auditory brain with canonical component analysis

Author(s): Alain de Cheveigné, Daniel D.E. Wong, Giovanni M. Di Liberto, Jens Hjortkjær, Malcolm Slaney, Edmund Lalor
Published in: NeuroImage, Issue 172, 2018, Page(s) 206-216, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2018.01.033

Cortical oscillations and entrainment in speech processing during working memory load

Author(s): Jens Hjortkjaer, Jonatan Märcher-Rørsted, Søren A. Fuglsang, Torsten Dau
Published in: European Journal of Neuroscience, 2018, ISSN 0953-816X
DOI: 10.1111/ejn.13855

Sparse time artifact removal

Author(s): Alain de Cheveigné
Published in: Journal of Neuroscience Methods, Issue 262, 2016, Page(s) 14-20, ISSN 0165-0270
DOI: 10.1016/j.jneumeth.2016.01.005

Filters: when, why and how (not) to use them

Author(s): de Cheveigné, A. Nelken, I.
Published in: Neuron, 2019, ISSN 1097-4199

Multiway canonical correlation analysis of brain data

Author(s): Alain de Cheveigné, Giovanni M. Di Liberto, Dorothée Arzounian, Daniel D.E. Wong, Jens Hjortkjær, Søren Fuglsang, Lucas C. Parra
Published in: NeuroImage, Issue 186, 2019, Page(s) 728-740, ISSN 1053-8119
DOI: 10.1016/j.neuroimage.2018.11.026

Auditory figure-ground segregation is impaired by high visual load

Author(s): Katharine Molloy, Nilli Lavie, Maria Chait
Published in: The Journal of Neuroscience, 2018, Page(s) 2518-18, ISSN 0270-6474
DOI: 10.1523/jneurosci.2518-18.2018

A system identification approach to determining listening attention from EEG signals

Author(s): Emina Alickovic, Thomas Lunner, Fredrik Gustafsson
Published in: 2016 24th European Signal Processing Conference (EUSIPCO), 2016, Page(s) 31-35
DOI: 10.1109/EUSIPCO.2016.7760204

Real-time estimation of eye gaze by in-ear electrodes

Author(s): A. Favre-Felix, C. Graversen, T. Dau, T. Lunner
Published in: 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, Page(s) 4086-4089
DOI: 10.1109/EMBC.2017.8037754

Ear-EEG allows extraction of neural responses in challenging listening scenarios — A future technology for hearing aids?

Author(s): L. Fiedler, J. Obleser, T. Lunner, C. Graversen
Published in: 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Page(s) 5697-5700
DOI: 10.1109/EMBC.2016.7592020

Speaker Activity Detection and Minimum Variance Beamforming for Source Separation

Author(s): Enea Ceolini, Jithendar Anumula, Adrian Huber, Ilya Kiselev, Shih-Chii Liu
Published in: Interspeech 2018, 2018, Page(s) 836-840
DOI: 10.21437/interspeech.2018-1606

Multi-channel Attention for End-to-End Speech Recognition

Author(s): Stefan Braun, Daniel Neil, Jithendar Anumula, Enea Ceolini, Shih-Chii Liu
Published in: Interspeech 2018, 2018, Page(s) 17-21
DOI: 10.21437/interspeech.2018-1301