Huy Phan
Huy Phan
Queen Mary University of London, The Alan Turing Institute
Verified email at qmul.ac.uk - Homepage
Title
Cited by
Cited by
Year
Random Regression Forests for Acoustic Event Detection and Classification
H Phan, M Maaß, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 23 …, 2015
1232015
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE …, 2019
1212019
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Transactions on Biomedical Engineering (TBME) 66 (5), 1285-1296, 2019
1162019
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
H Phan, L Hertel, M Maass, A Mertins
Interspeech 2016, 3653-3657, 2016
1052016
Improved Audio Scene Classification based on Label-Tree Embeddings and Convolutional Neural Networks
H Phan, L Hertel, M Maass, P Koch, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 25 (6 …, 2017
552017
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning
L Hertel, H Phan, A Mertins
Neural Networks (IJCNN 2016), International Joint Conference on, 3407-3411, 2016
542016
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
512018
Audio Scene Classification with Deep Recurrent Neural Networks
H Phan, P Koch, F Katzberg, M Maass, R Mazur, A Mertins
Interspeech 2017, 3043-3047, 2017
482017
Multichannel Sleep Stage Classification and Transfer Learning Using Convolutional Neural Networks
F Andreotti, H Phan, N Cooray, C Lo, MTM Hu, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
462018
Metric Learning for Automatic Sleep Stage Classification
H Phan, Q Do, TL Do, DL Vu
Engineering in Medicine and Biology Society (EMBC 2013), 35th Annual …, 2013
382013
Improving GANs for Speech Enhancement
H Phan, IV McLoughlin, L Pham, OY Chén, P Koch, M De Vos, A Mertins
IEEE Signal Processing Letters 27, 1700-1704, 2020
342020
Continuous Robust Sound Event Classification Using Time-Frequency Features and Deep Learning
I McLoughlin, H Zhang, Z Xie, Y Song, W Xiao, H Phan
PLoS ONE 12 (9), e0182309, 2017
332017
DNN and CNN with Weighted and Multi-Task Loss Functions for Audio Event Detection
H Phan, M Krawczyk-Becker, T Gerkmann, A Mertins
Detection and Classification of Acoustic Scenes and Events (DCASE 2017 …, 2017
322017
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
Engineering in Medicine and Biology Society (EMBC 2018), 40th Annual Intl …, 2018
312018
GPS multipath mitigation: a nonlinear regression approach
QH Phan, SL Tan, I McLoughlin
GPS Solutions 17 (3), 371-380, 2013
302013
Label Tree Embeddings for Acoustic Scene Classification
H Phan, L Hertel, M Maass, P Koch, A Mertins
ACM Multimedia (ACMMM 2016), 486-490, 2016
292016
What Makes Audio Event Detection Harder than Classification?
H Phan, P Koch, F Katzberg, M Maass, R Mazur, I McLoughlin, A Mertins
Signal Processing Conference (EUSIPCO 2017), 25th European, 2739-2743, 2017
262017
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning
H Phan, OY Chén, P Koch, Z Lu, I McLoughlin, A Mertins, M De Vos
IEEE Transactions on Biomedical Engineering (TBME) 68 (6), 1787-1798, 2021
252021
Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns
H Phan, L Hertel, M Maass, R Mazur, A Mertins
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP) 24 …, 2016
232016
Resting-state brain information flow predicts cognitive flexibility in humans
OY Chén, H Cao, J Reinen, T Qian, J Gou, H Phan, M De Vos, T Cannon
Scientific Reports 9, 3879, 2019
212019
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