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This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j25]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: 25598-25611 (2024)- [j24]Phairot Autthasan, Rattanaphon Chaisaen, Huy Phan, Maarten De Vos, Theerawit Wilaiprasitporn:
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification. IEEE Internet Things J. 11(17): 28539-28554 (2024) - [j23]Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Process. Lett. 31: 825-829 (2024) - [c85]Trung-Hieu Hoang, Mona Zehni, Huy Phan, Duc Minh Vo, Minh N. Do:
Improving the Robustness of 3D Human Pose Estimation: A Benchmark Dataset and Learning from Noisy Input. CVPR Workshops 2024: 113-123 - [c84]Jinhua Liang, Inês Nolasco, Burooj Ghani, Huy Phan, Emmanouil Benetos, Dan Stowell:
Mind the Domain Gap: A Systematic Analysis on Bioacoustic Sound Event Detection. EUSIPCO 2024: 1257-1261 - [c83]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Learning from Taxonomy: Multi-Label Few-Shot Classification for Everyday Sound Recognition. ICASSP 2024: 771-775 - [c82]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: 881-885 - [c81]Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss:
Enhanced Speech Emotion Recognition Incorporating Speaker-Sensitive Interactions in Conversations. ICME 2024: 1-6 - [c80]Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa:
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey. INISTA 2024: 1-7 - [c79]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: 31-45 - [c78]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: 260-265 - [i59]Yang Sui, Miao Yin, Yu Gong, Jinqi Xiao, Huy Phan, Bo Yuan:
ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks. CoRR abs/2401.10341 (2024) - [i58]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 abs/2402.02739 (2024) - [i57]Jinghong Li, Huy Phan, Wen Gu, Koichi Ota, Shinobu Hasegawa:
Hierarchical Tree-structured Knowledge Graph For Academic Insight Survey. CoRR abs/2402.04854 (2024) - [i56]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 abs/2405.20064 (2024) - [i55]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 abs/2407.01553 (2024) - [i54]Hoang Anh Just, Ming Jin, Anit Kumar Sahu, Huy Phan, Ruoxi Jia:
Data-Centric Human Preference Optimization with Rationales. CoRR abs/2407.14477 (2024) - [i53]Phairot Autthasan, Rattanaphon Chaisaen, Huy Phan, Maarten De Vos, Theerawit Wilaiprasitporn:
MixNet: Joining Force of Classical and Modern Approaches Toward the Comprehensive Pipeline in Motor Imagery EEG Classification. CoRR abs/2409.04104 (2024) - 2023
- [j22]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: 104496 (2023) - [j21]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): 100878 (2023) - [j20]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): 3633-3644 (2023) - [j19]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): 4748-4757 (2023) - [c77]Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz:
CSTAR: Towards Compact and Structured Deep Neural Networks with Adversarial Robustness. AAAI 2023: 2065-2073 - [c76]Jiachen Luo, Huy Phan, Lin Wang, Joshua D. Reiss:
Mutual Cross-Attention in Dyadic Fusion Networks for Audio-Video Emotion Recognition. ACIIW 2023: 1-7 - [c75]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi:
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. BioCAS 2023: 1-5 - [c74]Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru:
Improving audio event localization accuracy via derivative prediction. EUSIPCO 2023: 236-240 - [c73]Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss:
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation. ICASSP 2023: 1-5 - [c72]Jiachen Luo, Huy Phan, Joshua D. Reiss:
Cross-Modal Fusion Techniques for Utterance-Level Emotion Recognition from Text and Speech. ICASSP 2023: 1-5 - [c71]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: 1-5 - [c70]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: 1-10 - [c69]Iacopo Ghinassi, Matthew Purver, Huy Phan, Chris Newell:
Exploring Pre-Trained Neural Audio Representations for Audio Topic Segmentation. ICME 2023: 1086-1091 - [c68]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: 276-280 - [c67]Jiachen Luo, Huy Phan, Joshua D. Reiss:
Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition. INTERSPEECH 2023: 2413-2417 - [c66]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: 1-6 - [c65]Zhongze Tang, Huy Phan, Xianglong Feng, Bo Yuan, Yao Liu, Sheng Wei:
Security-Preserving Live 3D Video Surveillance. MMSys 2023: 266-277 - [c64]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: 1-5 - [i52]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 abs/2301.03441 (2023) - [i51]Jiachen Luo, Huy Phan, Joshua D. Reiss:
deep learning of segment-level feature representation for speech emotion recognition in conversations. CoRR abs/2302.02419 (2023) - [i50]Jiachen Luo, Huy Phan, Joshua D. Reiss:
cross-modal fusion techniques for utterance-level emotion recognition from text and speech. CoRR abs/2302.02447 (2023) - [i49]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 abs/2303.04104 (2023) - [i48]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 abs/2304.06485 (2023) - [i47]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 abs/2305.17719 (2023) - [i46]Dat Ngo, Lam Pham, Huy Phan, Minh Tran, Delaram Jarchi:
A Deep Learning Architecture with Spatio-Temporal Focusing for Detecting Respiratory Anomalies. CoRR abs/2306.14929 (2023) - [i45]Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. CoRR abs/2311.01526 (2023) - [i44]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 abs/2312.06797 (2023) - 2022
- [j18]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: 104009 (2022) - [j17]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): 5903-5915 (2022) - [j16]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): 1564-1572 (2022) - [j15]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): 2105-2118 (2022) - [j14]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): 2456-2467 (2022) - [j13]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): 3612-3622 (2022) - [c63]Miao Yin, Huy Phan, Xiao Zang, Siyu Liao, Bo Yuan:
BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition. AAAI 2022: 8874-8882 - [c62]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: 1-4 - [c61]Ren Li, Jinhua Liang, Huy Phan:
Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks. DCASE 2022 - [c60]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition. DCASE 2022 - [c59]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: 708-724 - [c58]Shubhr Singh, Huy Phan, Emmanouil Benetos:
Hypernetworks for Sound event Detection: a Proof-of-Concept. EUSIPCO 2022: 429-433 - [c57]Huy Phan, Yi Xie, Jian Liu, Yingying Chen, Bo Yuan:
Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks. ICASSP 2022: 96-100 - [c56]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: 716-720 - [c55]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: 8877-8881 - [c54]Mohammad Walid Charrwi, Huy Phan, Bo Yuan, Samah Mohamed Saeed:
Towards Yield Improvement for AI Accelerators: Analysis and Exploration. ISVLSI 2022: 339-344 - [c53]Mengmei Ye, Zhongze Tang, Huy Phan, Yi Xie, Bo Yuan, Sheng Wei:
Visual privacy protection in mobile image recognition using protective perturbation. MMSys 2022: 164-176 - [c52]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: 583-595 - [d1]Jinhua Liang, Huy Phan, Emmanouil Benetos:
FSD-FS. Zenodo, 2022
- [i43]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 abs/2201.00644 (2022) - [i42]Huy Phan, Thi Ngoc Tho Nguyen, Philipp Koch, Alfred Mertins:
Polyphonic audio event detection: multi-label or multi-class multi-task classification problem? CoRR abs/2201.12557 (2022) - [i41]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 abs/2208.10608 (2022) - [i40]Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss:
Modelling black-box audio effects with time-varying feature modulation. CoRR abs/2211.00497 (2022) - [i39]Huy Phan, Miao Yin, Yang Sui, Bo Yuan, Saman A. Zonouz:
CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness. CoRR abs/2212.01957 (2022) - [i38]Ruchi Pandey, Shreyas Jaiswal, Huy Phan, Santosh Nannuru:
Improving trajectory localization accuracy via direction-of-arrival derivative estimation. CoRR abs/2212.03470 (2022) - [i37]Jinhua Liang, Huy Phan, Emmanouil Benetos:
Learning from Taxonomy: Multi-label Few-Shot Classification for Everyday Sound Recognition. CoRR abs/2212.08952 (2022) - 2021
- [j12]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: 102943 (2021) - [j11]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: 117508 (2021) - [j10]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): 1787-1798 (2021) - [j9]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): 1949-1963 (2021) - [j8]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): 2938-2947 (2021) - [c51]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: 1149-1155 - [c50]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: 253-256 - [c49]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: 6519-6523 - [c48]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: 611-615 - [c47]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: 935-939 - [c46]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: 7103-7107 - [c45]Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan:
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. NeurIPS 2021: 24604-24616 - [i36]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 abs/2102.03814 (2021) - [i35]Huy Phan, Huy Le Nguyen, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Multi-view Audio and Music Classification. CoRR abs/2103.02420 (2021) - [i34]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 abs/2105.11043 (2021) - [i33]Huy Phan, Alfred Mertins, Mathias Baumert:
Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods. CoRR abs/2108.10211 (2021) - [i32]Marco Comunità, Huy Phan, Joshua D. Reiss:
Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks. CoRR abs/2110.09605 (2021) - [i31]Yang Sui, Miao Yin, Yi Xie, Huy Phan, Saman A. Zonouz, Bo Yuan:
CHIP: CHannel Independence-based Pruning for Compact Neural Networks. CoRR abs/2110.13981 (2021) - [i30]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 abs/2111.08192 (2021) - [i29]Huy Phan, Kaare B. Mikkelsen:
Automatic Sleep Staging: Recent Development, Challenges, and Future Directions. CoRR abs/2111.08446 (2021) - 2020
- [j7]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): 1672-1687 (2020) - [j6]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: 1700-1704 (2020) - [j5]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): 3491-3500 (2020) - [c44]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: 5412-5419 - [c43]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: 160-164 - [c42]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: 164-167 - [c41]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: 3783-3787 - [c40]Philipp Koch, Mark Dreier, Marco Maaß, Huy Phan, Alfred Mertins:
RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition. EUSIPCO 2020: 1600-1604 - [c39]Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins:
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. IJCNN 2020: 1-7 - [c38]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: 3614-3623 - [i28]Huy Phan, Ian Vince McLoughlin, Lam Dang Pham, Oliver Y. Chén, Philipp Koch, Maarten De Vos, Alfred Mertins:
Improving GANs for Speech Enhancement. CoRR abs/2001.05532 (2020) - [i27]Lam Dang Pham, Ian McLoughlin, Huy Phan, Minh Tran, Truc Nguyen, Ramaswamy Palaniappan:
Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. CoRR abs/2002.03894 (2020) - [i26]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 abs/2002.04502 (2020) - [i25]Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan, Alfred Mertins:
Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification. CoRR abs/2002.04857 (2020) - [i24]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 abs/2004.11349 (2020) - [i23]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging. CoRR abs/2007.05492 (2020) - [i22]Huy Phan, Lam Dang Pham, Philipp Koch, Ngoc Q. K. Duong, Ian McLoughlin, Alfred Mertins:
On Multitask Loss Function for Audio Event Detection and Localization. CoRR abs/2009.05527 (2020) - [i21]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 abs/2010.09132 (2020) - [i20]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 abs/2012.13699 (2020)
2010 – 2019
- 2019
- [j4]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. IEEE Trans. Biomed. Eng. 66(5): 1285-1296 (2019) - [c37]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging. EMBC 2019: 1829-1833 - [c36]Philipp Koch, Mark Dreier, Marco Maaß, Martina Böhme, Huy Phan, Alfred Mertins:
A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data. EMBC 2019: 5088-5091 - [c35]Philipp Koch, Mark Dreier, Martina Böhme, Marco Maaß, Huy Phan, Alfred Mertins:
Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data. EUSIPCO 2019: 1-5 - [c34]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. EUSIPCO 2019: 1-5 - [c33]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks. ICASSP 2019: 51-55 - [c32]Philipp Koch, Nele Sophie Brügge, Huy Phan, Marco Maaß, Alfred Mertins:
Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. ICASSP 2019: 2877-2881 - [c31]Lam Dang Pham, Ian McLoughlin, Huy Phan, Ramaswamy Palaniappan:
A Robust Framework for Acoustic Scene Classification. INTERSPEECH 2019: 3634-3638 - [c30]Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins:
Spatio-Temporal Attention Pooling for Audio Scene Classification. INTERSPEECH 2019: 3845-3849 - [i19]Huy Phan, Oliver Y. Chén, Lam Dang Pham, Philipp Koch, Maarten De Vos, Ian McLoughlin, Alfred Mertins:
Spatio-Temporal Attention Pooling for Audio Scene Classification. CoRR abs/1904.03543 (2019) - [i18]Huy Phan, Oliver Y. Chén, Philipp Koch, Alfred Mertins, Maarten De Vos:
Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch. CoRR abs/1904.05945 (2019) - [i17]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. CoRR abs/1907.13177 (2019) - [i16]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. CoRR abs/1912.07742 (2019) - 2018
- [c29]Fernando Andreotti, Huy Phan, Navin Cooray, Christine Lo, Michele T. M. Hu, Maarten De Vos:
Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks. EMBC 2018: 171-174 - [c28]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification. EMBC 2018: 453-456 - [c27]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks. EMBC 2018: 1452-1455 - [c26]Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins:
Recurrent Neural Network Based Early Prediction of Future Hand Movements. EMBC 2018: 4710-4713 - [c25]Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Radoslaw Mazur, Alfred Mertins:
Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements. EUSIPCO 2018: 1152-1156 - [c24]Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Enabling Early Audio Event Detection with Neural Networks. ICASSP 2018: 141-145 - [c23]Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins:
Weighted and Multi-Task Loss for Rare Audio Event Detection. ICASSP 2018: 336-340 - [c22]Fernando Andreotti, Huy Phan, Maarten De Vos:
Visualising convolutional neural network decisions in automated sleep scoring. AIH@IJCAI 2018: 70-81 - [c21]Ian McLoughlin, Yan Song, Lam Dang Pham, Ramaswamy Palaniappan, Huy Phan, Yue Lang:
Early Detection of Continuous and Partial Audio Events Using CNN. INTERSPEECH 2018: 3314-3318 - [i15]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. CoRR abs/1805.06546 (2018) - [i14]Huy Phan, Fernando Andreotti, Navin Cooray, Oliver Y. Chén, Maarten De Vos:
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging. CoRR abs/1809.10932 (2018) - [i13]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks. CoRR abs/1811.01092 (2018) - [i12]Huy Phan, Oliver Y. Chén, Philipp Koch, Lam Dang Pham, Ian McLoughlin, Alfred Mertins, Maarten De Vos:
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? CoRR abs/1811.01095 (2018) - 2017
- [j3]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Radoslaw Mazur, Alfred Mertins:
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25(6): 1278-1290 (2017) - [c20]Philipp Koch, Huy Phan, Marco Maaß, Fabrice Katzberg, Alfred Mertins:
Early prediction of future hand movements using sEMG data. EMBC 2017: 54-57 - [c19]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
What makes audio event detection harder than classification? EUSIPCO 2017: 2739-2743 - [c18]Radoslaw Mazur, Fabrice Katzberg, Huy Phan, Alfred Mertins:
Room equalization based on measurements with moving microphones. HSCMA 2017: 121-125 - [c17]Huy Phan, Philipp Koch, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification. ICASSP 2017: 136-140 - [c16]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Audio Scene Classification with Deep Recurrent Neural Networks. INTERSPEECH 2017: 3043-3047 - [i11]Huy Phan, Philipp Koch, Fabrice Katzberg, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Audio Scene Classification with Deep Recurrent Neural Networks. CoRR abs/1703.04770 (2017) - [i10]Huy Phan, Martin Krawczyk-Becker, Timo Gerkmann, Alfred Mertins:
DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection. CoRR abs/1708.03211 (2017) - [i9]Huy Phan, Philipp Koch, Ian McLoughlin, Alfred Mertins:
Enabling Early Audio Event Detection with Neural Networks. CoRR abs/1712.02116 (2017) - 2016
- [j2]Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Learning Representations for Nonspeech Audio Events Through Their Similarities to Speech Patterns. IEEE ACM Trans. Audio Speech Lang. Process. 24(4): 807-822 (2016) - [c15]Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
Learning compact structural representations for audio events using regressor banks. ICASSP 2016: 211-215 - [c14]Lars Hertel, Huy Phan, Alfred Mertins:
Comparing time and frequency domain for audio event recognition using deep learning. IJCNN 2016: 3407-3411 - [c13]Huy Phan, Lars Hertel, Marco Maaß, Alfred Mertins:
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. INTERSPEECH 2016: 3653-3657 - [c12]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
Label Tree Embeddings for Acoustic Scene Classification. ACM Multimedia 2016: 486-490 - [i8]Lars Hertel, Huy Phan, Alfred Mertins:
Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning. CoRR abs/1603.05824 (2016) - [i7]Huy Phan, Lars Hertel, Marco Maaß, Alfred Mertins:
Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. CoRR abs/1604.06338 (2016) - [i6]Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
Learning Compact Structural Representations for Audio Events Using Regressor Banks. CoRR abs/1604.08716 (2016) - [i5]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
Label Tree Embeddings for Acoustic Scene Classification. CoRR abs/1606.07908 (2016) - [i4]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition. CoRR abs/1607.02303 (2016) - [i3]Huy Phan, Lars Hertel, Marco Maaß, Philipp Koch, Alfred Mertins:
CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection. CoRR abs/1607.02306 (2016) - [i2]Lars Hertel, Huy Phan, Alfred Mertins:
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling. CoRR abs/1607.02857 (2016) - [i1]Huy Phan, Philipp Koch, Marco Maaß, Radoslaw Mazur, Ian McLoughlin, Alfred Mertins:
What Make Audio Event Detection Harder than Classification? CoRR abs/1612.09089 (2016) - 2015
- [j1]Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Random Regression Forests for Acoustic Event Detection and Classification. IEEE ACM Trans. Audio Speech Lang. Process. 23(1): 20-31 (2015) - [c11]Marco Maaß, Huy Phan, Anita Möller, Alfred Mertins:
Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction. ACIVS 2015: 195-204 - [c10]Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Audio phrases for audio event recognition. EUSIPCO 2015: 2546-2550 - [c9]Radoslaw Mazur, Huy Phan, Alfred Mertins:
A clustering approach for solving the spatial aliasing problem in convolutive blind source separation. DSP 2015: 679-683 - [c8]Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Early event detection in audio streams. ICME 2015: 1-6 - [c7]Huy Phan, Lars Hertel, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Representing nonspeech audio signals through speech classification models. INTERSPEECH 2015: 3441-3445 - [c6]Huy Phan, Marco Maaß, Lars Hertel, Radoslaw Mazur, Alfred Mertins:
A multi-channel fusion framework for audio event detection. WASPAA 2015: 1-5 - 2014
- [c5]Huy Phan, Alfred Mertins:
Exploring superframe co-occurrence for acoustic event recognition. EUSIPCO 2014: 631-635 - [c4]Marco Maaß, Huy Phan, Alfred Mertins:
Design of cosine-sine modulated filter banks without DC leakage. DSP 2014: 486-491 - [c3]Huy Phan, Marco Maaß, Radoslaw Mazur, Alfred Mertins:
Acoustic event detection and localization with regression forests. INTERSPEECH 2014: 2524-2528 - 2013
- [c2]Huy Phan, Quan Do, The-Luan Do, Duc-Lung Vu:
Metric learning for automatic sleep stage classification. EMBC 2013: 5025-5028
1990 – 1999
- 1995
- [c1]Huy Phan, Ken D. Sauer:
Computationally efficient 3-D statistical reconstruction from digitized radiographs. ICIP (3) 1995: 29-32
Coauthor Index
Ian McLoughlin 0001
aka: Ian Vince McLoughlin
aka: Ian Vince McLoughlin
[j19] [c71] [i52] [j17] [j14] [j13] [c55] [i42] [j12] [j10] [j8] [c50] [c49] [c48] [c46] [i35] [i34] [i33] [j6] [c43] [c41] [c40] [c39] [i28] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [c37] [c36] [c35] [c34] [c33] [c32] [c30] [i19] [i18] [i17] [c26] [c25] [c24] [c23] [i13] [i12] [j3] [c20] [c19] [c18] [c17] [c16] [i11] [i10] [i9] [j2] [c15] [c14] [c13] [c12] [i8] [i7] [i6] [i5] [i4] [i3] [i2] [i1] [j1] [c11] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3]
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