Huy Phan
Huy Phan
Підтверджена електронна адреса в qmul.ac.uk - Домашня сторінка
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Посилання
Рік
Random Regression Forests for Acoustic Event Detection and Classification
H Phan, M Maaß, R Mazur, A Mertins
IEEE/ACM Trans. on Audio, Speech, and Language Processing (TASLP) 23 (1), 20-31, 2015
1042015
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks
H Phan, L Hertel, M Maass, A Mertins
INTERSPEECH 2016, 3653-3657, 2016
882016
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 Trans. on Audio, Speech and Language Processing (TASLP) 25 (6 …, 2017
432017
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification
H Phan, F Andreotti, N Cooray, OY Chén, M De Vos
IEEE Trans. on Biomedical Engineering (TBME) 66 (5), 1285-1296, 2019
402019
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
382016
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
342017
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 Trans. on Neural Systems and Rehabilitation Engineering (TNSRE) 27 (3 …, 2019
332019
Label Tree Embeddings for Acoustic Scene Classification
H Phan, L Hertel, M Maass, P Koch, A Mertins
ACM Multimedia (ACMMM 2016), 24th, 486-490, 2016
272016
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
262013
GPS multipath mitigation: a nonlinear regression approach
QH Phan, SL Tan, I McLoughlin
GPS Solutions 17 (3), 371-380, 2013
252013
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
242017
DNN and CNN with Weighted and Multi-Task Loss Functions for Audio Event Detection
H Phan, M Krawczyk-Becker, T Gerkmann, A Mertins
arXiv preprint arXiv:1708.03211, 2017
232017
A Multi-Channel Fusion Framework for Audio Event Detection
H Phan, M Maass, L Hertel, R Mazur, A Mertins
Applications of Signal Processing to Audio and Acoustics (WASPAA 2015), 2015 …, 2015
202015
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
192017
Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns
H Phan, L Hertel, M Maass, R Mazur, A Mertins
IEEE/ACM Trans. on Audio, Speech, and Language Processing (TASLP) 24 (4 …, 2016
182016
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
172018
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection
H Phan, L Hertel, M Maass, P Koch, A Mertins
arXiv preprint arXiv:1607.02306, 2016
162016
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
152018
Early Event Detection in Audio Streams
H Phan, M Maass, R Mazur, A Mertins
Multimedia and Expo (ICME 2015), IEEE International Conference on, 1-6, 2015
152015
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
132018
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