Follow
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
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
1922019
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
1902019
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
1272015
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
H Phan, L Hertel, M Maass, A Mertins
Interspeech 2016, 3653-3657, 2016
1222016
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
722018
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
682016
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
672017
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
622020
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
602018
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
582017
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
482018
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
472021
XSleepNet: Multi-view sequential model for automatic sleep staging
H Phan, OY Chén, MC Tran, P Koch, A Mertins, M De Vos
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 44 (9 …, 2022
462022
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
462013
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
392017
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
382017
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning
N Banluesombatkul, P Ouppaphan, P Leelaarporn, P Lakhan, ...
IEEE Journal of Biomedical and Health Informatics (JBHI) 25 (6), 1949-1963, 2021
352021
Label Tree Embeddings for Acoustic Scene Classification
H Phan, L Hertel, M Maass, P Koch, A Mertins
ACM Multimedia (ACMMM 2016), 486-490, 2016
342016
GPS multipath mitigation: a nonlinear regression approach
QH Phan, SL Tan, I McLoughlin
GPS Solutions 17 (3), 371-380, 2013
312013
Visualising Convolutional Neural Network Decisions in Automatic Sleep Scoring
F Andreotti, H Phan, M De Vos
Artificial Intelligence in Health (AIH 2018), Joint Workshop, 70-81, 2018
292018
The system can't perform the operation now. Try again later.
Articles 1–20