Speaker-independent auditory attention decoding without access to clean speech sources

Author:

Han Cong12ORCID,O’Sullivan James12ORCID,Luo Yi12ORCID,Herrero Jose3,Mehta Ashesh D.3ORCID,Mesgarani Nima12

Affiliation:

1. Department of Electrical Engineering, Columbia University, New York, NY, USA.

2. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, NY, USA.

3. Department of Neurosurgery, Hofstra-Northwell School of Medicine and Feinstein Institute for Medical Research, Manhasset, New York, NY, USA.

Abstract

Our system separates simultaneous voices and compares them with brain waves of a listener to amplify attended speech.

Funder

NIH Office of the Director

NSF Office of the Director

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Multidisciplinary

Reference50 articles.

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2. Signal processing in high-end hearing aids: State of the art, challenges, and future trends;Hamacher V.;EURASIP J. Appl. Signal Process.,2005

3. Large-scale training to increase speech intelligibility for hearing-impaired listeners in novel noises;Chen J.;J. Acoust. Soc. Am.,2016

4. Noise, amplification, and compression: Considerations of three main issues in hearing aid design;Plomp R.;Ear Hear.,1994

5. Selective cortical representation of attended speaker in multi-talker speech perception

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