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Huy Phan
ORCID
Publication Activity (10 Years)
Years Active: 1995-2024
Publications (10 Years): 151
Top Topics
Emotion Recognition
Regression Forests
Neural Network
Deep Learning
Top Venues
CoRR
ICASSP
EMBC
INTERSPEECH
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Publications
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Jinghong Li
,
Huy Phan
,
Wen Gu
,
Koichi Ota
,
Shinobu Hasegawa
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey.
CoRR
(2024)
Yang Sui
,
Miao Yin
,
Yu Gong
,
Jinqi Xiao
,
Huy Phan
,
Bo Yuan
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks.
CoRR
(2024)
Mingjie Chen
,
Hezhao Zhang
,
Yuanchao Li
,
Jiachen Luo
,
Wen Wu
,
Ziyang Ma
,
Peter Bell
,
Catherine Lai
,
Joshua D. Reiss
,
Lin Wang
,
Philip C. Woodland
,
Xie Chen
,
Huy Phan
,
Thomas Hain
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem.
Odyssey
(2024)
Shofiyati Nur Karimah
,
Huy Phan
,
Miftakhurrokhmat
,
Shinobu Hasegawa
Design Principle of an Automatic Engagement Estimation System in a Synchronous Distance Learning Practice.
IEEE Access
12 (2024)
Jinhua Liang
,
Huy Phan
,
Emmanouil Benetos
Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition.
ICASSP
(2024)
Shubhr Singh
,
Christian J. Steinmetz
,
Emmanouil Benetos
,
Huy Phan
,
Dan Stowell
ATGNN: Audio Tagging Graph Neural Network.
IEEE Signal Process. Lett.
31 (2024)
Yang Sui
,
Huy Phan
,
Jinqi Xiao
,
Tianfang Zhang
,
Zijie Tang
,
Cong Shi
,
Yan Wang
,
Yingying Chen
,
Bo Yuan
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models.
CoRR
(2024)
Tianfang Zhang
,
Huy Phan
,
Zijie Tang
,
Cong Shi
,
Yan Wang
,
Bo Yuan
,
Yingying Chen
Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram.
MobiCom
(2024)
Hoang Anh Just
,
Ming Jin
,
Anit Kumar Sahu
,
Huy Phan
,
Ruoxi Jia
Data-Centric Human Preference Optimization with Rationales.
CoRR
(2024)
Jinghong Li
,
Huy Phan
,
Wen Gu
,
Koichi Ota
,
Shinobu Hasegawa
Fish-bone diagram of research issue: Gain a bird's-eye view on a specific research topic.
CoRR
(2024)
Mingjie Chen
,
Hezhao Zhang
,
Yuanchao Li
,
Jiachen Luo
,
Wen Wu
,
Ziyang Ma
,
Peter Bell
,
Catherine Lai
,
Joshua D. Reiss
,
Lin Wang
,
Philip C. Woodland
,
Xie Chen
,
Huy Phan
,
Thomas Hain
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem.
CoRR
(2024)
Huy Phan
,
Byeonggeun Kim
,
Vu Nguyen
,
Andrew Bydlon
,
Qingming Tang
,
Chieh-Chi Kao
,
Chao Wang
Cross-Triggering Issue in Audio Event Detection and Mitigation.
ICASSP
(2024)
Oliver Y. Chén
,
Julien S. Bodelet
,
Raúl G. Saraiva
,
Huy Phan
,
Junrui Di
,
Guy Nagels
,
Tom Schwantje
,
Hengyi Cao
,
Jiangtao Gou
,
Jenna M. Reinen
,
Bin Xiong
,
Bangdong Zhi
,
Xiaojun Wang
,
Maarten De Vos
The roles, challenges, and merits of the p value.
Patterns
4 (12) (2023)
Dat Ngo
,
Lam Pham
,
Huy Phan
,
Minh Tran
,
Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies.
CoRR
(2023)
Cyrus Vahidi
,
Shubhr Singh
,
Emmanouil Benetos
,
Huy Phan
,
Dan Stowell
,
György Fazekas
,
Mathieu Lagrange
Perceptual Musical Similarity Metric Learning with Graph Neural Networks.
WASPAA
(2023)
Konstantinos Kontras
,
Christos Chatzichristos
,
Huy Phan
,
Johan A. K. Suykens
,
Maarten De Vos
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.
CoRR
(2023)
Dat Ngo
,
Lam Pham
,
Huy Phan
,
Minh Tran
,
Delaram Jarchi
,
Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies.
CoRR
(2023)
Jiachen Luo
,
Huy Phan
,
Joshua D. Reiss
Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition.
INTERSPEECH
(2023)
Jinhua Liang
,
Xubo Liu
,
Haohe Liu
,
Huy Phan
,
Emmanouil Benetos
,
Mark D. Plumbley
,
Wenwu Wang
Adapting Language-Audio Models as Few-Shot Audio Learners.
INTERSPEECH
(2023)
Trung-Hieu Hoang
,
Mona Zehni
,
Huy Phan
,
Minh N. Do
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input.
CoRR
(2023)
Tianming Zhao
,
Zijie Tang
,
Tianfang Zhang
,
Huy Phan
,
Yan Wang
,
Cong Shi
,
Bo Yuan
,
Yingying Chen
Stealthy Backdoor Attack on RF Signal Classification.
ICCCN
(2023)
Zhongze Tang
,
Huy Phan
,
Xianglong Feng
,
Bo Yuan
,
Yao Liu
,
Sheng Wei
Security-Preserving Live 3D Video Surveillance.
MMSys
(2023)
Huy Phan
,
Miao Yin
,
Yang Sui
,
Bo Yuan
,
Saman A. Zonouz
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness.
AAAI
(2023)
Dat Ngo
,
Lam Pham
,
Huy Phan
,
Minh Tran
,
Delaram Jarchi
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies.
BioCAS
(2023)
Huy Phan
,
Kristian P. Lorenzen
,
Elisabeth R. M. Heremans
,
Oliver Y. Chén
,
Minh C. Tran
,
Philipp Koch
,
Alfred Mertins
,
Mathias Baumert
,
Kaare B. Mikkelsen
,
Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
27 (10) (2023)
Jiachen Luo
,
Huy Phan
,
Joshua D. Reiss
Cross-Modal Fusion Techniques for Utterance-Level Emotion Recognition from Text and Speech.
ICASSP
(2023)
Marco Comunità
,
Christian J. Steinmetz
,
Huy Phan
,
Joshua D. Reiss
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation.
ICASSP
(2023)
Dat Ngo
,
Lam Pham
,
Huy Phan
,
Minh Tran
,
Delaram Jarchi
,
Sefki Kolozali
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies.
MMSP
(2023)
Jiachen Luo
,
Huy Phan
,
Joshua D. Reiss
deep learning of segment-level feature representation for speech emotion recognition in conversations.
CoRR
(2023)
Ruchi Pandey
,
Shreyas Jaiswal
,
Huy Phan
,
Santosh Nannuru
Improving audio event localization accuracy via derivative prediction.
EUSIPCO
(2023)
Huy Phan
,
Kristian P. Lorenzen
,
Elisabeth R. M. Heremans
,
Oliver Y. Chén
,
Minh C. Tran
,
Philipp Koch
,
Alfred Mertins
,
Mathias Baumert
,
Kaare B. Mikkelsen
,
Maarten De Vos
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.
CoRR
(2023)
Shubhr Singh
,
Christian J. Steinmetz
,
Emmanouil Benetos
,
Huy Phan
,
Dan Stowell
ATGNN: Audio Tagging Graph Neural Network.
CoRR
(2023)
Oliver Y. Chén
,
Florian Lipsmeier
,
Huy Phan
,
Frank Dondelinger
,
Andrew P. Creagh
,
Christian Gossens
,
Michael Lindemann
,
Maarten De Vos
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones.
IEEE J. Biomed. Health Informatics
27 (7) (2023)
Kenneth Borup
,
Preben Kidmose
,
Huy Phan
,
Kaare B. Mikkelsen
Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data.
Biomed. Signal Process. Control.
81 (2023)
Iacopo Ghinassi
,
Matthew Purver
,
Huy Phan
,
Chris Newell
Exploring Pre-Trained Neural Audio Representations for Audio Topic Segmentation.
ICME
(2023)
Jiachen Luo
,
Huy Phan
,
Joshua D. Reiss
cross-modal fusion techniques for utterance-level emotion recognition from text and speech.
CoRR
(2023)
Jiachen Luo
,
Huy Phan
,
Lin Wang
,
Joshua D. Reiss
Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition.
ACIIW
(2023)
Huy Phan
,
Elisabeth R. M. Heremans
,
Oliver Y. Chén
,
Philipp Koch
,
Alfred Mertins
,
Maarten De Vos
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization.
ICASSP
(2023)
Jinhua Liang
,
Xubo Liu
,
Haohe Liu
,
Huy Phan
,
Emmanouil Benetos
,
Mark D. Plumbley
,
Wenwu Wang
Adapting Language-Audio Models as Few-Shot Audio Learners.
CoRR
(2023)
Huy Phan
,
Oliver Y. Chén
,
Minh C. Tran
,
Philipp Koch
,
Alfred Mertins
,
Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
IEEE Trans. Pattern Anal. Mach. Intell.
44 (9) (2022)
Jinhua Liang
,
Huy Phan
,
Emmanouil Benetos
Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition.
DCASE
(2022)
Huy Phan
,
Thi Ngoc Tho Nguyen
,
Philipp Koch
,
Alfred Mertins
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
ICASSP
(2022)
Huy Phan
,
Alfred Mertins
,
Mathias Baumert
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods.
IEEE Trans. Biomed. Eng.
69 (12) (2022)
Huy Phan
,
Cong Shi
,
Yi Xie
,
Tianfang Zhang
,
Zhuohang Li
,
Tianming Zhao
,
Jian Liu
,
Yan Wang
,
Yingying Chen
,
Bo Yuan
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
CoRR
(2022)
Jinhua Liang
,
Huy Phan
,
Emmanouil Benetos
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition.
CoRR
(2022)
Elisabeth R. M. Heremans
,
Huy Phan
,
Amir Hossein Ansari
,
Pascal Borzée
,
Bertien Buyse
,
Dries Testelmans
,
Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG.
Biomed. Signal Process. Control.
78 (2022)
Huy Phan
,
Thi Ngoc Tho Nguyen
,
Philipp Koch
,
Alfred Mertins
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
CoRR
(2022)
Thi Ngoc Tho Nguyen
,
Douglas L. Jones
,
Karn N. Watcharasupat
,
Huy Phan
,
Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
ICASSP
(2022)
Marco Comunità
,
Christian J. Steinmetz
,
Huy Phan
,
Joshua D. Reiss
Modelling black-box audio effects with time-varying feature modulation.
CoRR
(2022)
Mohammad Walid Charrwi
,
Huy Phan
,
Bo Yuan
,
Samah Mohamed Saeed
Towards Yield Improvement for AI Accelerators: Analysis and Exploration.
ISVLSI
(2022)
Huy Phan
,
Yi Xie
,
Jian Liu
,
Yingying Chen
,
Bo Yuan
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks.
ICASSP
(2022)
Huy Phan
,
Cong Shi
,
Yi Xie
,
Tianfang Zhang
,
Zhuohang Li
,
Tianming Zhao
,
Jian Liu
,
Yan Wang
,
Yingying Chen
,
Bo Yuan
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
ECCV (4)
(2022)
Miao Yin
,
Huy Phan
,
Xiao Zang
,
Siyu Liao
,
Bo Yuan
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition.
AAAI
(2022)
Kaare B. Mikkelsen
,
Huy Phan
,
Mike Lind Rank
,
Martin Christian Hemmsen
,
Maarten De Vos
,
Preben Kidmose
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations.
IEEE Trans. Biomed. Eng.
69 (5) (2022)
Mengmei Ye
,
Zhongze Tang
,
Huy Phan
,
Yi Xie
,
Bo Yuan
,
Sheng Wei
Visual privacy protection in mobile image recognition using protective perturbation.
MMSys
(2022)
Huy Phan
,
Miao Yin
,
Yang Sui
,
Bo Yuan
,
Saman A. Zonouz
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness.
CoRR
(2022)
Huy Phan
,
Kaare B. Mikkelsen
,
Oliver Y. Chén
,
Philipp Koch
,
Alfred Mertins
,
Maarten De Vos
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.
IEEE Trans. Biomed. Eng.
69 (8) (2022)
Elisabeth R. M. Heremans
,
Trui Osselaer
,
Nick Seeuws
,
Huy Phan
,
Dries Testelmans
,
Maarten De Vos
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.
BHI
(2022)
Ruchi Pandey
,
Shreyas Jaiswal
,
Huy Phan
,
Santosh Nannuru
Improving trajectory localization accuracy via direction-of-arrival derivative estimation.
CoRR
(2022)
Cong Shi
,
Tianfang Zhang
,
Zhuohang Li
,
Huy Phan
,
Tianming Zhao
,
Yan Wang
,
Jian Liu
,
Bo Yuan
,
Yingying Chen
Audio-domain position-independent backdoor attack via unnoticeable triggers.
MobiCom
(2022)
Ren Li
,
Jinhua Liang
,
Huy Phan
Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks.
DCASE
(2022)
Shubhr Singh
,
Huy Phan
,
Emmanouil Benetos
Hypernetworks for Sound event Detection: a Proof-of-Concept.
EUSIPCO
(2022)
Phairot Autthasan
,
Rattanaphon Chaisaen
,
Thapanun Sudhawiyangkul
,
Phurin Rangpong
,
Suktipol Kiatthaveephong
,
Nat Dilokthanakul
,
Gun Bhakdisongkhram
,
Huy Phan
,
Cuntai Guan
,
Theerawit Wilaiprasitporn
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
IEEE Trans. Biomed. Eng.
69 (6) (2022)
Elisabeth R. M. Heremans
,
Huy Phan
,
Amir Hossein Ansari
,
Pascal Borzée
,
Bertien Buyse
,
Dries Testelmans
,
Maarten De Vos
Feature matching as improved transfer learning technique for wearable EEG.
CoRR
(2022)
Marco Comunità
,
Huy Phan
,
Joshua D. Reiss
Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks.
CoRR
(2021)
Thi Ngoc Tho Nguyen
,
Ngoc Khanh Nguyen
,
Huy Phan
,
Lam Pham
,
Kenneth Ooi
,
Douglas L. Jones
,
Woon-Seng Gan
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network.
ICASSP
(2021)
Huy Phan
,
Kaare B. Mikkelsen
Automatic Sleep Staging: Recent Development, Challenges, and Future Directions.
CoRR
(2021)
Oliver Y. Chén
,
Hengyi Cao
,
Huy Phan
,
Guy Nagels
,
Jenna M. Reinen
,
Jiangtao Gou
,
Tianchen Qian
,
Junrui Di
,
John Prince
,
Tyrone D. Cannon
,
Maarten De Vos
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis.
NeuroImage
226 (2021)
Huy Phan
,
Oliver Y. Chén
,
Philipp Koch
,
Zongqing Lu
,
Ian McLoughlin
,
Alfred Mertins
,
Maarten De Vos
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
IEEE Trans. Biomed. Eng.
68 (6) (2021)
Huy Phan
,
Alfred Mertins
,
Mathias Baumert
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods.
CoRR
(2021)
Lam Pham
,
Huy Phan
,
Alexander Schindler
,
Ross King
,
Alfred Mertins
,
Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases.
EMBC
(2021)
Huy Phan
,
Huy Le Nguyen
,
Oliver Y. Chén
,
Philipp Koch
,
Ngoc Q. K. Duong
,
Ian McLoughlin
,
Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement.
ICASSP
(2021)
Huy Phan
,
Huy Le Nguyen
,
Oliver Y. Chén
,
Lam Dang Pham
,
Philipp Koch
,
Ian McLoughlin
,
Alfred Mertins
Multi-View Audio And Music Classification.
ICASSP
(2021)
Nannapas Banluesombatkul
,
Pichayoot Ouppaphan
,
Pitshaporn Leelaarporn
,
Payongkit Lakhan
,
Busarakum Chaitusaney
,
Nattapong Jaimchariyatam
,
Ekapol Chuangsuwanich
,
Wei Chen
,
Huy Phan
,
Nat Dilokthanakul
,
Theerawit Wilaiprasitporn
MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning.
IEEE J. Biomed. Health Informatics
25 (6) (2021)
Huy Phan
,
Kaare B. Mikkelsen
,
Oliver Y. Chén
,
Philipp Koch
,
Alfred Mertins
,
Maarten De Vos
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification.
CoRR
(2021)
Thanh Thi Hien Duong
,
Phi-Le Nguyen
,
Hong-Son Nguyen
,
Duc-Chien Nguyen
,
Huy Phan
,
Ngoc Q. K. Duong
Speaker count: A new building block for speaker diarization.
APSIPA ASC
(2021)
Lam Dang Pham
,
Huy Phan
,
Truc Nguyen
,
Ramaswamy Palaniappan
,
Alfred Mertins
,
Ian McLoughlin
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework.
Digit. Signal Process.
110 (2021)
Philipp Koch
,
Kamran Mohammad-Zadeh
,
Marco Maaß
,
Mark Dreier
,
Ole Thomsen
,
Tim J. Parbs
,
Huy Phan
,
Alfred Mertins
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks.
EMBC
(2021)
Yang Sui
,
Miao Yin
,
Yi Xie
,
Huy Phan
,
Saman A. Zonouz
,
Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
CoRR
(2021)
Huy Phan
,
Huy Le Nguyen
,
Oliver Y. Chén
,
Lam Dang Pham
,
Philipp Koch
,
Ian McLoughlin
,
Alfred Mertins
Multi-view Audio and Music Classification.
CoRR
(2021)
Phairot Autthasan
,
Rattanaphon Chaisaen
,
Thapanun Sudhawiyangkul
,
Phurin Rangpong
,
Suktipol Kiatthaveephong
,
Nat Dilokthanakul
,
Gun Bhakdisongkhram
,
Huy Phan
,
Cuntai Guan
,
Theerawit Wilaiprasitporn
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
CoRR
(2021)
Lam Pham
,
Huy Phan
,
Ramaswamy Palaniappan
,
Alfred Mertins
,
Ian McLoughlin
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection.
IEEE J. Biomed. Health Informatics
25 (8) (2021)
Yang Sui
,
Miao Yin
,
Yi Xie
,
Huy Phan
,
Saman A. Zonouz
,
Bo Yuan
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
NeurIPS
(2021)
Thi Ngoc Tho Nguyen
,
Douglas L. Jones
,
Karn N. Watcharasupat
,
Huy Phan
,
Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
CoRR
(2021)
Philipp Koch
,
Mark Dreier
,
Anna Larsen
,
Tim J. Parbs
,
Marco Maaß
,
Huy Phan
,
Alfred Mertins
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks.
EMBC
(2020)
Huy Phan
,
Lam Pham
,
Philipp Koch
,
Ngoc Q. K. Duong
,
Ian McLoughlin
,
Alfred Mertins
On Multitask Loss Function for Audio Event Detection and Localization.
DCASE
(2020)
Lam Dang Pham
,
Huy Phan
,
Truc Nguyen
,
Ramaswamy Palaniappan
,
Alfred Mertins
,
Ian McLoughlin
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework.
CoRR
(2020)
Lam Dang Pham
,
Ian McLoughlin
,
Huy Phan
,
Minh Tran
,
Truc Nguyen
,
Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
EMBC
(2020)
Ian McLoughlin
,
Zhipeng Xie
,
Yan Song
,
Huy Phan
,
Ramaswamy Palaniappan
Time-Frequency Feature Fusion for Noise Robust Audio Event Classification.
Circuits Syst. Signal Process.
39 (3) (2020)
Lam Dang Pham
,
Ian McLoughlin
,
Huy Phan
,
Ramaswamy Palaniappan
,
Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.
CoRR
(2020)
Huy Phan
,
Yi Xie
,
Siyu Liao
,
Jie Chen
,
Bo Yuan
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator.
AAAI
(2020)
Oliver Y. Chén
,
Florian Lipsmeier
,
Huy Phan
,
John Prince
,
Kirsten I. Taylor
,
Christian Gossens
,
Michael Lindemann
,
Maarten De Vos
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.
IEEE Trans. Biomed. Eng.
67 (12) (2020)
Huy Phan
,
Kaare B. Mikkelsen
,
Oliver Y. Chén
,
Philipp Koch
,
Alfred Mertins
,
Preben Kidmose
,
Maarten De Vos
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.
CoRR
(2020)
Lam Dang Pham
,
Ian McLoughlin
,
Huy Phan
,
Minh Tran
,
Truc Nguyen
,
Ramaswamy Palaniappan
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
CoRR
(2020)
Huy Phan
,
Ian Vince McLoughlin
,
Lam Dang Pham
,
Oliver Y. Chén
,
Philipp Koch
,
Maarten De Vos
,
Alfred Mertins
Improving GANs for Speech Enhancement.
IEEE Signal Process. Lett.
27 (2020)
Lam Dang Pham
,
Ian McLoughlin
,
Huy Phan
,
Ramaswamy Palaniappan
,
Alfred Mertins
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.
IJCNN
(2020)
Lam Dang Pham
,
Huy Phan
,
Ross King
,
Alfred Mertins
,
Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases.
CoRR
(2020)
Zhongze Tang
,
Xianglong Feng
,
Yi Xie
,
Huy Phan
,
Tian Guo
,
Bo Yuan
,
Sheng Wei
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation.
ACM Multimedia
(2020)
Huy Phan
,
Oliver Y. Chén
,
Philipp Koch
,
Alfred Mertins
,
Maarten De Vos
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
CoRR
(2020)
Huy Phan
,
Huy Le Nguyen
,
Oliver Y. Chén
,
Philipp Koch
,
Ngoc Q. K. Duong
,
Ian McLoughlin
,
Alfred Mertins
Self-Attention Generative Adversarial Network for Speech Enhancement.
CoRR
(2020)