Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception

Brain-informed speech separation (BISS) for enhancement of target speaker in multitalker speech perception

Hearing-impaired people often struggle to follow the speech stream of an individual talker in noisy environments. Recent studies show that the brain tracks attended speech and that the attended talker can be decoded from neural data on a single-trial level. This raises the possibility of “neuro-stee...

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Bibliographic Details
Main Authors: Enea Ceolini, Jens Hjortkjær, Daniel D.E. Wong, James O’Sullivan, Vinay S. Raghavan, Jose Herrero, Ashesh D. Mehta, Shih-Chii Liu, Nima Mesgarani
Format: Article
Language:English
Published: Elsevier 2020-12-01
Series:NeuroImage
Subjects:
EEG
Neuro-steered
Cognitive control
Speech separation
Deep learning
Hearing aid
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811920307680

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