Relating EEG to continuous speech using deep neural networks: a review

Relating EEG to continuous speech using deep neural networks: a review

3 February 2023

Corentin Puffay

Mohammad Jalilpour-Monesi

Jonas Vanthornhout

Papers citing "Relating EEG to continuous speech using deep neural networks: a review"

10 / 10 papers shown

Title
Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis Nicolas Heintz T. Francart Alexander Bertrand 28 0 0 24 Apr 2025
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding Nhan Duc Thanh Nguyen Huy P Phan Simon Geirnaert Kaare B. Mikkelsen P. Kidmose 25 2 0 16 Oct 2024
Enhancing spatial auditory attention decoding with neuroscience-inspired prototype training Zelin Qiu Jianjun Gu Dingding Yao Junfeng Li 32 2 0 09 Jul 2024
Toward Fully-End-to-End Listened Speech Decoding from EEG Signals Jihwan Lee Aditya Kommineni Tiantian Feng Kleanthis Avramidis Xuan Shi Sudarsana Reddy Kadiri Shrikanth Narayanan 36 1 0 12 Jun 2024
Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework Pieter De Clercq Corentin Puffay J. Kries Hugo Van hamme M. Vandermosten T. Francart Jonas Vanthornhout 14 3 0 17 Jan 2024
Decoding Envelope and Frequency-Following EEG Responses to Continuous Speech Using Deep Neural Networks Mike Thornton Danilo Mandic Tobias Reichenbach 25 3 0 15 Dec 2023
DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection Cunhang Fan Hongyu Zhang Wei Huang Jun Xue Jianhua Tao Jiangyan Yi Zhao Lv Xiaopei Wu 25 12 0 07 Sep 2023
EEG-Derived Voice Signature for Attended Speaker Detection Hongxu Zhu Siqi Cai Yidi Jiang Qiquan Zhang Haizhou Li 24 0 0 28 Aug 2023
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Zheng-Hua Tan S. H. Jensen Jesper Jensen AAML 63 126 0 03 Sep 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,929 0 17 Aug 2015