Huy Phan

192 papers A* 10A 14B 5C 2Misc 19Journal 99Unranked 43
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spectrogram features for audio and speech analysis.
CoRR
Ian McLoughlin, Lam Pham, Yan Song, Xiaoxiao Miao, Huy Phan, Pengfei Cai, Qing Gu, Nan Jiang, Haoyu Song, Donny Soh
2025 J jnl
Bimodal Connection Attention Fusion for Speech Emotion Recognition.
CoRR
Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss
2025 J jnl
DSleepNet: Disentanglement Learning for Personal Attribute-Agnostic Three-Stage Sleep Classification Using Wearable Sensing Data.
IEEE J. Biomed. Health Informatics
Bing Zhai, Haoran Duan, Yu Guan, Huy Phan, Wai Lok Woo
2025 J jnl
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models.
Trans. Mach. Learn. Res.
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2025 J jnl
EcoSpa: Efficient Transformer Training with Coupled Sparsity.
CoRR
Jinqi Xiao, Cheng Luo, Lingyi Huang, Cheng Yang, Yang Sui, Huy Phan, Xiao Zang, Yibiao Ying, Zhexiang Tang, Anima Anandkumar, Bo Yuan
2025 Misc conf
Effective Techniques for Scaling Audio Encoder Pretraining.
ICASSP
Byeonggeun Kim, Andrew Bydlon, Qingming Tang, Huy Phan, Chieh-Chi Kao, Tao Zhang, Chao Wang
2025 J jnl
Exploiting a Mixture-of-Layers in an Electrocardiography Foundation Model.
CoRR
Phu X. Nguyen, Huy Phan, Hieu Pham, Christos Chatzichristos, Bert Vandenberk, Maarten De Vos
2025 — conf
From Aesthetics to Human Preferences: Comparative Perspectives of Evaluating Text-to-Music Systems.
MLSP
Huan Zhang, Jinhua Liang, Huy Phan, Wenwu Wang, Emmanouil Benetos
2025 A* conf
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction.
ICML
Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harshavardhan Sundar, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 J jnl
Generative Audio Language Modeling with Continuous-valued Tokens and Masked Next-Token Prediction.
CoRR
Shu-Wen Yang, Byeonggeun Kim, Kuan-Po Huang, Qingming Tang, Huy Phan, Bo-Ru Lu, Harsha Sundar, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 J jnl
Heterogeneous bimodal attention fusion for speech emotion recognition.
CoRR
Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss
2025 A* conf
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling.
ICML
Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 J jnl
IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling.
CoRR
Kuan-Po Huang, Shu-Wen Yang, Huy Phan, Bo-Ru Lu, Byeonggeun Kim, Sashank Macha, Qingming Tang, Shalini Ghosh, Hung-yi Lee, Chieh-Chi Kao, Chao Wang
2025 Misc conf
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging.
ICASSP
Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell
2025 J jnl
LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging.
CoRR
Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell
2025 — conf
Latent Diffusion Shield - Mitigating Malicious Use of Diffusion Models Through Latent Space Adversarial Perturbations.
WACV (Workshops)
Huy Phan, Boshi Huang, Ayush Jaiswal, Ekraam Sabir, Prateek Singhal, Bo Yuan
2025 J jnl
Momentum Contrastive Learning with Enhanced Negative Sampling and Hard Negative Filtering.
CoRR
Duy Hoang, Huy Ngo, Khoi Pham, Tri Nguyen, Gia Bao, Huy Phan
2025 J jnl
Subject-Adaptation Salient Wave Detection Network for Multimodal Sleep Stage Classification.
IEEE J. Biomed. Health Informatics
Jing Wang, Xuehui Wang, Xiaojun Ning, Youfang Lin, Huy Phan, Ziyu Jia
2024 — conf
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem.
Odyssey
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
2024 J jnl
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem.
CoRR
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
2024 J jnl
AADNet: An End-to-End Deep Learning Model for Auditory Attention Decoding.
CoRR
Nhan Duc Thanh Nguyen, Huy Phan, Simon Geirnaert, Kaare B. Mikkelsen, Preben Kidmose
2024 J jnl
ATGNN: Audio Tagging Graph Neural Network.
IEEE Signal Process. Lett.
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
2024 — conf
Clean and Compact: Efficient Data-Free Backdoor Defense with Model Compactness.
ECCV (60)
Huy Phan, Jinqi Xiao, Yang Sui, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2024 Misc conf
Cross-Triggering Issue in Audio Event Detection and Mitigation.
ICASSP
Huy Phan, Byeonggeun Kim, Vu Nguyen, Andrew Bydlon, Qingming Tang, Chieh-Chi Kao, Chao Wang
2024 J jnl
Data-Centric Human Preference Optimization with Rationales.
CoRR
Hoang Anh Just, Ming Jin, Anit Kumar Sahu, Huy Phan, Ruoxi Jia
2024 J jnl
Design Principle of an Automatic Engagement Estimation System in a Synchronous Distance Learning Practice.
IEEE Access
Shofiyati Nur Karimah, Huy Phan, Miftakhurrokhmat, Shinobu Hasegawa
2024 J jnl
DisDet: Exploring Detectability of Backdoor Attack on Diffusion Models.
CoRR
Yang Sui, Huy Phan, Jinqi Xiao, Tianfang Zhang, Zijie Tang, Cong Shi, Yan Wang, Yingying Chen, Bo Yuan
2024 J jnl
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks.
CoRR
Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan
2024 A conf
Enhanced Speech Emotion Recognition Incorporating Speaker-Sensitive Interactions in Conversations.
ICME
Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss
2024 B conf
Fish-Bone Diagram of Research Issue: Gain a Bird's-Eye View on a Specific Research Topic.
SMC
Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa
2024 J jnl
Fish-bone diagram of research issue: Gain a bird's-eye view on a specific research topic.
CoRR
Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa
2024 C conf
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey.
INISTA
Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa
2024 J jnl
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey.
CoRR
Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa
2024 — conf
Improving the Robustness of 3D Human Pose Estimation: A Benchmark Dataset and Learning from Noisy Input.
CVPR Workshops
Trung-Hieu Hoang, Mona Zehni, Huy Phan, Duc Minh Vo, Minh N. Do
2024 A* conf
Inaudible Backdoor Attack via Stealthy Frequency Trigger Injection in Audio Spectrogram.
MobiCom
Tianfang Zhang, Huy Phan, Zijie Tang, Cong Shi, Yan Wang, Bo Yuan, Yingying Chen
2024 Misc conf
Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition.
ICASSP
Jinhua Liang, Huy Phan, Emmanouil Benetos
2024 — conf
Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection.
EUSIPCO
Jinhua Liang, Inês Nolasco, Burooj Ghani, Huy Phan, Emmanouil Benetos, Dan Stowell
2024 J jnl
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification.
CoRR
Phairot Autthasan, Rattanaphon Chaisaen, Huy Phan, Maarten De Vos, Theerawit Wilaiprasitporn
2024 J jnl
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification.
IEEE Internet Things J.
Phairot Autthasan, Rattanaphon Chaisaen, Huy Phan, Maarten De Vos, Theerawit Wilaiprasitporn
2024 J jnl
RF Domain Backdoor Attack on Signal Classification via Stealthy Trigger.
IEEE Trans. Mob. Comput.
Zijie Tang, Tianming Zhao, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
2024 J jnl
Single-word Auditory Attention Decoding Using Deep Learning Model.
CoRR
Nhan Duc Thanh Nguyen, Huy Phan, Kaare B. Mikkelsen, Preben Kidmose
2023 — conf
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies.
BioCAS
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
2023 J jnl
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies.
CoRR
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi
2023 J jnl
ATGNN: Audio Tagging Graph Neural Network.
CoRR
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
2023 A conf
Adapting Language-Audio Models as Few-Shot Audio Learners.
INTERSPEECH
Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang
2023 J jnl
Adapting Language-Audio Models as Few-Shot Audio Learners.
CoRR
Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang
2023 C conf
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies.
MMSP
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
2023 J jnl
An Inception-Residual-Based Architecture with Multi-Objective Loss for Detecting Respiratory Anomalies.
CoRR
Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi, Sefki Kolozali
2023 J jnl
Automatic sleep scoring using patient-specific ensemble models and knowledge distillation for ear-EEG data.
Biomed. Signal Process. Control.
Kenneth Borup, Preben Kidmose, Huy Phan, Kaare B. Mikkelsen
2023 A* conf
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness.
AAAI
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
2023 J jnl
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities.
CoRR
Konstantinos Kontras, Christos Chatzichristos, Huy Phan, Johan A. K. Suykens, Maarten De Vos
2023 Misc conf
Cross-Modal Fusion Techniques for Utterance-Level Emotion Recognition from Text and Speech.
ICASSP
Jiachen Luo, Huy Phan, Joshua D. Reiss
2023 A conf
Exploring Pre-Trained Neural Audio Representations for Audio Topic Segmentation.
ICME
Iacopo Ghinassi, Matthew Purver, Huy Phan, Chris Newell
2023 A conf
Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition.
INTERSPEECH
Jiachen Luo, Huy Phan, Joshua D. Reiss
2023 Misc conf
Improving Automatic Sleep Staging Via Temporal Smoothness Regularization.
ICASSP
Huy Phan, Elisabeth R. M. Heremans, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2023 — conf
Improving audio event localization accuracy via derivative prediction.
EUSIPCO
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru
2023 J jnl
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input.
CoRR
Trung-Hieu Hoang, Mona Zehni, Huy Phan, Minh N. Do
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modeling for Automatic Sleep Staging.
IEEE J. Biomed. Health Informatics
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
2023 J jnl
L-SeqSleepNet: Whole-cycle Long Sequence Modelling for Automatic Sleep Staging.
CoRR
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
2023 Misc conf
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation.
ICASSP
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
2023 — conf
Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition.
ACIIW
Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss
2023 — conf
Perceptual Musical Similarity Metric Learning with Graph Neural Networks.
WASPAA
Cyrus Vahidi, Shubhr Singh, Emmanouil Benetos, Huy Phan, Dan Stowell, György Fazekas, Mathieu Lagrange
2023 J jnl
Personalized Longitudinal Assessment of Multiple Sclerosis Using Smartphones.
IEEE J. Biomed. Health Informatics
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, Frank Dondelinger, Andrew P. Creagh, Christian Gossens, Michael Lindemann, Maarten De Vos
2023 A conf
Security-Preserving Live 3D Video Surveillance.
MMSys
Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei
2023 B conf
Stealthy Backdoor Attack on RF Signal Classification.
ICCCN
Tianming Zhao, Zijie Tang, Tianfang Zhang, Huy Phan, Yan Wang, Cong Shi, Bo Yuan, Yingying Chen
2023 J jnl
The roles, challenges, and merits of the p value.
Patterns
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
2023 J jnl
cross-modal fusion techniques for utterance-level emotion recognition from text and speech.
CoRR
Jiachen Luo, Huy Phan, Joshua D. Reiss
2023 J jnl
deep learning of segment-level feature representation for speech emotion recognition in conversations.
CoRR
Jiachen Luo, Huy Phan, Joshua D. Reiss
2022 A* conf
Audio-domain position-independent backdoor attack via unnoticeable triggers.
MobiCom
Cong Shi, Tianfang Zhang, Zhuohang Li, Huy Phan, Tianming Zhao, Yan Wang, Jian Liu, Bo Yuan, Yingying Chen
2022 A* conf
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition.
AAAI
Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan
2022 J jnl
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness.
CoRR
Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz
2022 — conf
Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.
BHI
Elisabeth R. M. Heremans, Trui Osselaer, Nick Seeuws, Huy Phan, Dries Testelmans, Maarten De Vos
2022 J jnl
Feature matching as improved transfer learning technique for wearable EEG.
Biomed. Signal Process. Control.
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
2022 J jnl
Feature matching as improved transfer learning technique for wearable EEG.
CoRR
Elisabeth R. M. Heremans, Huy Phan, Amir Hossein Ansari, Pascal Borzée, Bertien Buyse, Dries Testelmans, Maarten De Vos
2022 — conf
Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks.
DCASE
Ren Li, Jinhua Liang, Huy Phan
2022 — conf
Hypernetworks for Sound event Detection: a Proof-of-Concept.
EUSIPCO
Shubhr Singh, Huy Phan, Emmanouil Benetos
2022 J jnl
Improving trajectory localization accuracy via direction-of-arrival derivative estimation.
CoRR
Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru
2022 Misc conf
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks.
ICASSP
Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan
2022 J jnl
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition.
CoRR
Jinhua Liang, Huy Phan, Emmanouil Benetos
2022 — conf
Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition.
DCASE
Jinhua Liang, Huy Phan, Emmanouil Benetos
2022 J jnl
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
IEEE Trans. Biomed. Eng.
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
2022 J jnl
Modelling black-box audio effects with time-varying feature modulation.
CoRR
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
2022 J jnl
Pediatric Automatic Sleep Staging: A Comparative Study of State-of-the-Art Deep Learning Methods.
IEEE Trans. Biomed. Eng.
Huy Phan, Alfred Mertins, Mathias Baumert
2022 Misc conf
Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?
ICASSP
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 J jnl
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem?
CoRR
Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins
2022 — conf
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
ECCV (4)
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
2022 J jnl
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.
CoRR
Huy Phan, Cong Shi, Yi Xie, Tianfang Zhang, Zhuohang Li, Tianming Zhao, Jian Liu, Yan Wang, Yingying Chen, Bo Yuan
2022 Misc conf
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
ICASSP
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
2022 J jnl
Sleep Monitoring Using Ear-Centered Setups: Investigating the Influence From Electrode Configurations.
IEEE Trans. Biomed. Eng.
Kaare B. Mikkelsen, Huy Phan, Mike Lind Rank, Martin Christian Hemmsen, Maarten De Vos, Preben Kidmose
2022 J jnl
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification.
IEEE Trans. Biomed. Eng.
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2022 — conf
Towards Yield Improvement for AI Accelerators: Analysis and Exploration.
ISVLSI
Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed
2022 A conf
Visual privacy protection in mobile image recognition using protective perturbation.
MMSys
Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei
2022 J jnl
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
IEEE Trans. Pattern Anal. Mach. Intell.
Huy Phan, Oliver Y. Chén, Minh C. Tran, Philipp Koch, Alfred Mertins, Maarten De Vos
2021 Misc conf
A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network.
ICASSP
Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Huy Phan, Lam Pham, Kenneth Ooi, Douglas L. Jones, Woon-Seng Gan
2021 J jnl
Automatic Sleep Staging: Recent Development, Challenges, and Future Directions.
CoRR
Huy Phan, Kaare B. Mikkelsen
2021 A* conf
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
NeurIPS
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
2021 J jnl
CHIP: CHannel Independence-based Pruning for Compact Neural Networks.
CoRR
Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan
2021 J jnl
CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection.
IEEE J. Biomed. Health Informatics
Lam Pham, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
2021 J jnl
Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis.
NeuroImage
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
2021 — conf
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases.
EMBC
Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin
2021 J jnl
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification.
CoRR
Phairot Autthasan, Rattanaphon Chaisaen, Thapanun Sudhawiyangkul, Phurin Rangpong, Suktipol Kiatthaveephong, Nat Dilokthanakul, Gun Bhakdisongkhram, Huy Phan, Cuntai Guan, Theerawit Wilaiprasitporn
2021 J jnl
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
Nannapas Banluesombatkul, Pichayoot Ouppaphan, Pitshaporn Leelaarporn, Payongkit Lakhan, Busarakum Chaitusaney, Nattapong Jaimchariyatam, Ekapol Chuangsuwanich, Wei Chen, Huy Phan, Nat Dilokthanakul, Theerawit Wilaiprasitporn
2021 Misc conf
Multi-View Audio And Music Classification.
ICASSP
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
2021 J jnl
Multi-view Audio and Music Classification.
CoRR
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins
2021 J jnl
Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks.
CoRR
Marco Comunità, Huy Phan, Joshua D. Reiss
2021 J jnl
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods.
CoRR
Huy Phan, Alfred Mertins, Mathias Baumert
2021 J jnl
Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework.
Digit. Signal Process.
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
2021 J jnl
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.
CoRR
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
2021 Misc conf
Self-Attention Generative Adversarial Network for Speech Enhancement.
ICASSP
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2021 J jnl
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification.
CoRR
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2021 — conf
Speaker count: A new building block for speaker diarization.
APSIPA ASC
Thanh Thi Hien Duong, Phi-Le Nguyen, Hong-Son Nguyen, Duc-Chien Nguyen, Huy Phan, Ngoc Q. K. Duong
2021 J jnl
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
IEEE Trans. Biomed. Eng.
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2021 — conf
sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks.
EMBC
Philipp Koch, Kamran Mohammad-Zadeh, Marco Maaß, Mark Dreier, Ole Thomsen, Tim J. Parbs, Huy Phan, Alfred Mertins
2020 J jnl
Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones.
IEEE Trans. Biomed. Eng.
Oliver Y. Chén, Florian Lipsmeier, Huy Phan, John Prince, Kirsten I. Taylor, Christian Gossens, Michael Lindemann, Maarten De Vos
2020 A* conf
CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator.
AAAI
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
2020 B conf
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.
IJCNN
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
2020 J jnl
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.
CoRR
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins
2020 J jnl
Improving GANs for Speech Enhancement.
CoRR
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
2020 J jnl
Improving GANs for Speech Enhancement.
IEEE Signal Process. Lett.
Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins
2020 J jnl
Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases.
CoRR
Lam Dang Pham, Huy Phan, Ross King, Alfred Mertins, Ian McLoughlin
2020 — conf
On Multitask Loss Function for Audio Event Detection and Localization.
DCASE
Huy Phan, Lam Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 J jnl
On Multitask Loss Function for Audio Event Detection and Localization.
CoRR
Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 J jnl
Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.
CoRR
Huy Phan, Kaare B. Mikkelsen, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Preben Kidmose, Maarten De Vos
2020 — conf
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition.
EUSIPCO
Philipp Koch, Mark Dreier, Marco Maaß, Huy Phan, Alfred Mertins
2020 — conf
Regression of Hand Movements from sEMG Data with Recurrent Neural Networks.
EMBC
Philipp Koch, Mark Dreier, Anna Larsen, Tim J. Parbs, Marco Maaß, Huy Phan, Alfred Mertins
2020 J jnl
Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework.
CoRR
Lam Dang Pham, Huy Phan, Truc Nguyen, Ramaswamy Palaniappan, Alfred Mertins, Ian McLoughlin
2020 — conf
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
EMBC
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
2020 J jnl
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.
CoRR
Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan
2020 J jnl
Self-Attention Generative Adversarial Network for Speech Enhancement.
CoRR
Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins
2020 J jnl
Time-Frequency Feature Fusion for Noise Robust Audio Event Classification.
Circuits Syst. Signal Process.
Ian McLoughlin, Zhipeng Xie, Yan Song, Huy Phan, Ramaswamy Palaniappan
2020 A* conf
VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation.
ACM Multimedia
Zhongze Tang, Xianglong Feng, Yi Xie, Huy Phan, Tian Guo, Bo Yuan, Sheng Wei
2020 J jnl
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 — conf
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data.
EMBC
Philipp Koch, Mark Dreier, Marco Maaß, Martina Böhme, Huy Phan, Alfred Mertins
2019 A conf
A Robust Framework for Acoustic Scene Classification.
INTERSPEECH
Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan
2019 J jnl
CAG: A Real-time Low-cost Enhanced-robustness High-transferability Content-aware Adversarial Attack Generator.
CoRR
Huy Phan, Yi Xie, Siyu Liao, Jie Chen, Bo Yuan
2019 — conf
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.
EUSIPCO
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 J jnl
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 Misc conf
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data.
ICASSP
Philipp Koch, Nele Sophie Brügge, Huy Phan, Marco Maaß, Alfred Mertins
2019 — conf
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.
EMBC
Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos
2019 — conf
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data.
EUSIPCO
Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß, Huy Phan, Alfred Mertins
2019 J jnl
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.
IEEE Trans. Biomed. Eng.
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
2019 A conf
Spatio-Temporal Attention Pooling for Audio Scene Classification.
INTERSPEECH
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
2019 J jnl
Spatio-Temporal Attention Pooling for Audio Scene Classification.
CoRR
Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins
2019 J jnl
Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Zongqing Lu, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2019 Misc conf
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks.
ICASSP
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2018 — conf
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.
EMBC
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
2018 J jnl
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2018 — conf
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.
EMBC
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
2018 A conf
Early Detection of Continuous and Partial Audio Events Using CNN.
INTERSPEECH
Ian McLoughlin, Yan Song, Lam Dang Pham, Ramaswamy Palaniappan, Huy Phan, Yue Lang
2018 Misc conf
Enabling Early Audio Event Detection with Neural Networks.
ICASSP
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
2018 J jnl
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.
CoRR
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
2018 — conf
Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks.
EMBC
Fernando Andreotti, Huy Phan, Navin Cooray, Christine Lo, Michele T. M. Hu, Maarten De Vos
2018 — conf
Recurrent Neural Network Based Early Prediction of Future Hand Movements.
EMBC
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
2018 — conf
Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements.
EUSIPCO
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, Alfred Mertins
2018 J jnl
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.
CoRR
Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos
2018 J jnl
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks.
CoRR
Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos
2018 — conf
Visualising convolutional neural network decisions in automated sleep scoring.
AIH@IJCAI
Fernando Andreotti, Huy Phan, Maarten De Vos
2018 Misc conf
Weighted and Multi-Task Loss for Rare Audio Event Detection.
ICASSP
Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins
2017 A conf
Audio Scene Classification with Deep Recurrent Neural Networks.
INTERSPEECH
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 J jnl
Audio Scene Classification with Deep Recurrent Neural Networks.
CoRR
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 Misc conf
CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification.
ICASSP
Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2017 J jnl
DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection.
CoRR
Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins
2017 — conf
Early prediction of future hand movements using sEMG data.
EMBC
Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins
2017 J jnl
Enabling Early Audio Event Detection with Neural Networks.
CoRR
Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins
2017 J jnl
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, Alfred Mertins
2017 — conf
Room equalization based on measurements with moving microphones.
HSCMA
Radoslaw Mazur, Fabrice Katzberg, Huy Phan, Alfred Mertins
2017 — conf
What makes audio event detection harder than classification?
EUSIPCO
Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling.
CoRR
Lars Hertel, Huy Phan, Alfred Mertins
2016 J jnl
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning.
CoRR
Lars Hertel, Huy Phan, Alfred Mertins
2016 B conf
Comparing time and frequency domain for audio event recognition using deep learning.
IJCNN
Lars Hertel, Huy Phan, Alfred Mertins
2016 A* conf
Label Tree Embeddings for Acoustic Scene Classification.
ACM Multimedia
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Label Tree Embeddings for Acoustic Scene Classification.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins
2016 J jnl
Learning Compact Structural Representations for Audio Events Using Regressor Banks.
CoRR
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 J jnl
Learning Representations for Nonspeech Audio Events Through Their Similarities to Speech Patterns.
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2016 Misc conf
Learning compact structural representations for audio events using regressor banks.
ICASSP
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2016 A conf
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks.
INTERSPEECH
Huy Phan, Lars Hertel, Marco Maaß, Alfred Mertins
2016 J jnl
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks.
CoRR
Huy Phan, Lars Hertel, Marco Maaß, Alfred Mertins
2016 J jnl
What Make Audio Event Detection Harder than Classification?
CoRR
Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins
2015 — conf
A clustering approach for solving the spatial aliasing problem in convolutive blind source separation.
DSP
Radoslaw Mazur, Huy Phan, Alfred Mertins
2015 — conf
A multi-channel fusion framework for audio event detection.
WASPAA
Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Alfred Mertins
2015 — conf
Audio phrases for audio event recognition.
EUSIPCO
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 B conf
Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction.
ACIVS
Marco Maaß, Huy Phan, Anita Möller, Alfred Mertins
2015 A conf
Early event detection in audio streams.
ICME
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 J jnl
Random Regression Forests for Acoustic Event Detection and Classification.
IEEE ACM Trans. Audio Speech Lang. Process.
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2015 A conf
Representing nonspeech audio signals through speech classification models.
INTERSPEECH
Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2014 A conf
Acoustic event detection and localization with regression forests.
INTERSPEECH
Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins
2014 — conf
Design of cosine-sine modulated filter banks without DC leakage.
DSP
Marco Maaß, Huy Phan, Alfred Mertins
2014 — conf
Exploring superframe co-occurrence for acoustic event recognition.
EUSIPCO
Huy Phan, Alfred Mertins
2013 — conf
Metric learning for automatic sleep stage classification.
EMBC
Huy Phan, Quan Do, The-Luan Do, Duc-Lung Vu
1995 — conf
Computationally efficient 3-D statistical reconstruction from digitized radiographs.
ICIP (3)
Huy Phan, Ken D. Sauer