Investigating Self-Supervised Deep Representations for EEG-based
Auditory Attention Decoding

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Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding

1 November 2023

Mounya Elhilali

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Papers citing "Investigating Self-Supervised Deep Representations for EEG-based Auditory Attention Decoding"

7 / 7 papers shown

Title
Improved Decoding of Attentional Selection in Multi-Talker Environments with Self-Supervised Learned Speech Representation Cong Han Vishal B. Choudhari Yinghao Aaron Li N. Mesgarani 35 5 0 11 Feb 2023
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 252 1,873 0 26 Oct 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 180 2,966 0 14 Jun 2021
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 127 358 0 12 Jul 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 285 5,801 0 20 Jun 2020
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 148 374 0 25 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 368 6,455 0 26 Sep 2019