Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response-Reference-Cited by-同舟云学术

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Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response

Published:2023-06-04 Issue: Volume: Page:
ISSN:
Container-title:ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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Author:

Borsdorf Marvin¹,Pahuja Saurav¹,Ivucic Gabriel²,Cai Siqi³,Li Haizhou⁴,Schultz Tanja²

Affiliation:

1. University of Bremen,Machine Listening Lab (MLL),Germany

2. University of Bremen,Cognitive Systems Lab (CSL),Germany

3. National University of Singapore,Department of Electrical and Computer Engineering,Singapore

4. The Chinese University of Hong Kong,SDS, SRIBD,Shenzhen,China

Funder

Deutsche Forschungsgemeinschaft

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10094559/10094560/10096959.pdf?arnumber=10096959

Reference6 articles.

1. Decoding of the speech envelope from EEG using the VLAAI deep neural network

2. Speech perception: a model of acoustic–phonetic analysis and lexical access

3. A Large Auditory EEG decoding dataset;Bollens,2023

4. Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network

5. Attention is all you need;Vaswani;NeurIPS,2017

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. SparrKULee: A Speech-Evoked Auditory Response Repository from KU Leuven, Containing the EEG of 85 Participants;Data;2024-07-26

2. Self-Supervised Speech Representation and Contextual Text Embedding for Match-Mismatch Classification with EEG Recording;2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW);2024-04-14

3. NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. Auditory EEG Decoding Challenge for ICASSP 2023;IEEE Open Journal of Signal Processing;2024

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