Items where Author, Editor or other role is "Phan, Huy"

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Number of items: 50.

Article

Pham, Lam Dang, Phan, Huy, Palaniappan, Ramaswamy, Mertins, Alfred, McLoughlin, Ian Vince (2021) CNN-MoE based framework for classification of respiratory anomalies and lung disease detection. IEEE Journal of Biomedical and Health Informatics, 25 (8). pp. 2938-2947. ISSN 2168-2194. (doi:10.1109/jbhi.2021.3064237) (KAR id:91393)

Pham, Lam Dang, Phan, Huy, Nguyen, Truc, Palaniappan, Ramaswamy, Mertins, Afred, McLoughlin, Ian Vince (2020) Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework. Digital Signal Processing, . Article Number 102943. ISSN 1051-2004. (doi:10.1016/j.dsp.2020.102943) (KAR id:85290)

McLoughlin, Ian, Xie, Zhi-Peng, Song, Yan, Phan, Huy, Ramaswamy, Palaniappan (2020) Time-Frequency Feature Fusion for Noise-Robust Audio Event Classification. Circuits, Systems, and Signal Processing, 39 . pp. 1672-1687. ISSN 0278-081X. E-ISSN 1531-5878. (doi:10.1007/s00034-019-01203-0) (KAR id:75276)

Chén, Oliver Y., Cao, Hengyi, Reinen, Jenna, Qian, Tianchen, Gou, Jiangtao, Phan, Huy, Vos, Maarten De, Cannon, Tyrone (2019) Resting-state brain information flow predicts cognitive flexibility in humans. Scientific reports, 9 . Article Number 3879. ISSN 2045-2322. (doi:10.1038/s41598-019-40345-8) (KAR id:72658)

Phan, Huy, Andreotti, Fernando, Cooray, Navin, Chén, Oliver Y., De Vos, Maarten (2019) SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27 (3). pp. 400-410. ISSN 1534-4320. E-ISSN 1558-0210. (doi:10.1109/TNSRE.2019.2896659) (KAR id:72120)

Phan, Huy, Andreotti, Fernando, Cooray, Navin, Chén, Oliver Y., De Vos, Maarten (2018) Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification. IEEE Transactions on Biomedical Engineering, . ISSN 0018-9294. (doi:10.1109/TBME.2018.2872652) (KAR id:72662)

McLoughlin, Ian Vince, Zhang, Hao-min, Xie, Zhi-Peng, Song, Yan, Xiao, Wei, Phan, Huy (2017) Continuous Robust Sound Event Classification Using Time-Frequency Features and Deep Learning. PLoS ONE, 12 (9). Article Number 182309. ISSN 1932-6203. (doi:10.1371/journal.pone.0182309) (KAR id:63214)

Maass, Marco, Ahlborg, Mandy, Bakenecker, Anna, Katzberg, Fabrice, Phan, Huy, Buzug, Thorsten M., Mertins, Alfred (2017) A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework. International Journal on Magnetic Particle Imaging, 3 (2). (doi:10.18416/ijmpi.2017.1706005) (KAR id:72676)

Phan, Huy, Hertel, Lars, Maass, Marco, Koch, Philipp, Mazur, Radoslaw, Mertins, Alfred (2017) Improved Audio Scene Classification based on Label-Tree Embeddings and Convolutional Neural Networks. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25 (6). pp. 1278-1290. ISSN 2329-9290. E-ISSN 2329-9304. (doi:10.1109/TASLP.2017.2690564) (KAR id:72672)

Maass, Marco, Bente, Klaas, Ahlborg, Mandy, Medimagh, Hanne, Phan, Huy, Buzug, Thorsten M., Mertins, Alfred (2016) Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform. International Journal on Magnetic Particle Imaging, 2 (1). pp. 1-5. ISSN 2365-9033. (doi:10.18416/ijmpi.2016.1607002) (KAR id:72683)

Phan, Huy, Hertel, Lars, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2016) Learning Representations for Nonspeech Audio Events through Their Similarities to Speech Patterns. IEEE/ACM Transactions on Audio, Speech and Language Processing, 24 (4). pp. 807-822. ISSN 2329-9290. E-ISSN 2329-9304. (doi:10.1109/TASLP.2016.2530401) (KAR id:72684)

Phan, Huy, Maaß, Marco, Mazur, Radoslaw, Mertins, Alfred (2014) Random Regression Forests for Acoustic Event Detection and Classification. IEEE/ACM Transactions on Audio, Speech and Language Processing, 23 (1). pp. 20-31. ISSN 2329-9290. E-ISSN 2329-9304. (doi:10.1109/TASLP.2014.2367814) (KAR id:72691)

Phan, Huy, Tan, Su-Lim, McLoughlin, Ian Vince (2013) GPS multipath mitigation: a nonlinear regression approach. GPS Solutions, 17 (3). pp. 371-380. ISSN 1080-5370. E-ISSN 1521-1886. (doi:10.1007/s10291-012-0285-5) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:48894)

Phan, Huy, Tan, Su-Lim, McLoughlin, Ian Vince, Vu, Duc-Lung Vu (2013) A Unified Framework for GPS Code and Carrier-Phase Multipath Mitigation Using Support Vector Regression. Advances in Artificial Neural Systems, 2013 . p. 240564. ISSN 1687-7594. (doi:10.1155/2013/240564) (KAR id:48895)

Book section

Maass, Marco and Phan, Huy and Möller, Anita and Mertins, Alfred (2015) Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction. In: Battiato, Sebastiano and Blanc-Talon, Jacques and Gallo, Giovanni and Philips, Wilfried and Popescu, Dan and Scheunders, Paul, eds. Advanced Concepts for Intelligent Vision Systems 16th International Conference. Lecture Notes in Computer Science . Springer, Catania, Italy, pp. 195-204. ISBN 978-3-319-25902-4. E-ISBN 978-3-319-25903-1. (doi:10.1007/978-3-319-25903-1_17) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:72690)

Conference or workshop item

Pham, Lam Dang, McLoughlin, Ian Vince, Phan, Huy, Nguyen, Truc, Palaniappan, Ramaswamy (2020) Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases. In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). . (doi:10.1109/EMBC44109.2020.9175704) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:91414)

Phan, Huy (2019) Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging. In: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019). . IEEE ISBN 978-1-5386-1312-2. E-ISBN 978-1-5386-1312-2. (doi:10.1109/EMBC.2019.8857348) (KAR id:73784)

Phan, Huy (2019) A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data. In: Engineering in Medicine and Biology Society (EMBC), Annual International Conference of the IEEE. 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2019). . IEEE ISBN 978-1-5386-1311-5. (doi:10.1109/EMBC.2019.8856844) (KAR id:73782)

Pham, Lam Dang, McLoughlin, Ian Vince, Phan, Huy, Palaniappan, Ramaswamy (2019) A robust framework for acoustic scene classification. In: Interspeech 2019. . pp. 3634-3638. (doi:doi: 10.21437/Interspeech.2019-1841) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:91418)

Phan, Huy, Chén, Oliver Y., Koch, Philipp, Pham, Lam Dang, McLoughlin, Ian, Mertins, Alfred, De Vos, Maarten (2019) Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? In: AES E-LIBRARY. 2019 AES Conference on Audio Forensics. . The Audio Engineering Society (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:73780)

Koch, Philipp, Brügge, Nele, Phan, Huy, Maass, Marco, Mertins, Afred (2019) Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). . IEEE ISBN 978-1-4799-8131-1. (doi:10.1109/ICASSP.2019.8682986) (KAR id:72659)

Phan, Huy, Chén, Oliver Y., Koch, Philipp, Pham, Lam Dang, McLoughlin, Ian Vince, Mertins, Afred, De Vos, Maarten (2019) Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks. In: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). . IEEE (doi:10.1109/ICASSP.2019.8683064) (KAR id:72657)

Phan, Huy, Andreotti, Fernando, Cooray, Navin, Chén, Oliver Y., De Vos, Maarten (2018) Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks. In: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Learning from the Past, Looking to the Future. . pp. 1452-1455. IEEE, Honolulu, Hawaii E-ISBN 978-1-5386-3646-6. (doi:10.1109/EMBC.2018.8512480) (KAR id:72660)

Phan, Huy, Andreotti, Fernando, Cooray, Navin, Chén, Oliver Y., De Vos, Maarten (2018) DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification. In: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Learning from the Past, Looking to the Future. . pp. 453-456. IEEE, Honolulu, Hawaii E-ISBN 978-1-5386-3646-6. (doi:10.1109/EMBC.2018.8512286) (KAR id:72661)

Phan, Huy, Koch, Philipp, McLoughlin, Ian Vince, Mertins, A. (2018) Enabling Early Audio Event Detection With Neural Networks. In: 2018 IEEE International Conference on Acoustics, Speech and Signal Processing Proceedings. . pp. 141-145. IEEE ISBN 978-1-5386-4659-5. E-ISBN 978-1-5386-4658-8. (doi:10.1109/ICASSP.2018.8461859) (KAR id:67162)

Koch, Philipp, Phan, Huy, Maass, Marco, Katzberg, Fabrice, Mazur, Radoslaw, Mertins, Alfred (2018) Recurrent Neural Networks with Weighting Loss for Early Prediction of Hand Movements. In: 26th European Signal Processing Conference (EUSIPCO 2018). . pp. 1152-1156. , Rome, Italy ISBN 978-90-827970-1-5. (doi:10.23919/EUSIPCO.2018.8553483) (KAR id:72665)

McLoughlin, Ian Vince, Song, Yan, Pham, Lam Dang, Palaniappan, Ramaswamy, Phan, Huy, Lang, Yue (2018) Early detection of continuous and partial audio events using CNN. In: Proceedings of Interspeech. 2018-S. pp. 3314-3318. International Speech Communication Association (doi:10.21437/Interspeech.2018-1821) (KAR id:67448)

Andreotti, Fernando, Phan, Huy, De Vos, Maarten (2018) Visualising Convolutional Neural Network Decisions in Automatic Sleep Scoring. In: CEUR Workshop Proceedings. Joint Workshop on Artificial Intelligence in Health (AIH) 2018. . pp. 70-81. CEUR Workshop Proceedings, Stockholm, Sweden (KAR id:72666)

Andreotti, Fernando, Phan, Huy, Cooray, Navin, Lo, Christine, Hu, Michele T.M., De Vos, Maarten (2018) Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks. In: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Learning from the Past, Looking to the Future. . pp. 171-174. IEEE, Honolulu, Hawaii ISBN 978-1-5386-3646-6. (doi:10.1109/EMBC.2018.8512214) (KAR id:72663)

Koch, Philipp, Phan, Huy, Maass, Marco, Katzberg, Fabrice, Mertins, Alfred (2018) Recurrent Neural Network Based Early Prediction of Future Hand Movements. In: 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Learning from the Past, Looking to the Future. . pp. 4710-4713. IEEE, Honolulu, Hawaii E-ISBN 978-1-5386-3646-6. (doi:10.1109/EMBC.2018.8513145) (KAR id:72664)

Phan, Huy, Krawczyk-Becker, Martin, Gerkmann, Timo, Mertins, Alfred (2018) Weighted and Multi-Task Loss for Rare Audio Event Detection. In: 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing: Proceedings. . pp. 336-340. IEEE, Calgary, Canada ISBN 978-1-5386-4658-8. (doi:10.1109/ICASSP.2018.8461353) (KAR id:72667)

Phan, Huy, Koch, P., Katzberg, F., Maass, Marco, Mazur, M., McLoughlin, Ian Vince, Mertins, A. (2017) What makes audio event detection harder than classification? In: 2017 25th European Signal Processing Conference (EUSIPCO). . IEEE ISBN 978-0-9928626-7-1. (doi:10.23919/EUSIPCO.2017.8081709) (KAR id:66057)

Phan, Huy, Koch, Philipp, Katzberg, Fabrice, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2017) Audio Scene Classification with Deep Recurrent Neural Networks. In: Proceedings of Interspeech. . pp. 3043-3047. International Speech Communication Association, Stockholm, Sweden (doi:10.21437/Interspeech.2017-101) (KAR id:72671)

Koch, Philipp, Phan, Huy, Maass, Marco, Katzberg, Fabrice, Mertins, Alfred (2017) Early Prediction of Future Hand Movements Using sEMG Data. In: 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World. . pp. 54-57. IEEE (doi:10.1109/EMBC.2017.8036761) (KAR id:72674)

Phan, Huy, Koch, Philipp, Hertel, Lars, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2017) CNN-LTE: A Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Classification. In: 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings. . pp. 136-140. IEEE, New Orleans, USA ISBN 978-1-5090-4117-6. (doi:10.1109/ICASSP.2017.7952133) (KAR id:72673)

Mazur, Radoslaw, Katzberg, Fabrice, Phan, Huy, Mertins, Alfred (2017) Room Equalization Based on Measurements of Moving Microphones. In: 2017 Hands-Free Speech Communications and Microphone Arrays Hscma 2017 Proceedings. . pp. 121-125. IEEE, San Francisco, USA ISBN 978-1-5090-5925-6. (doi:10.1109/HSCMA.2017.7895574) (KAR id:72670)

Phan, Huy, Hertel, Lars, Maass, Marco, Koch, Philipp, Mertins, Alfred (2016) Label Tree Embeddings for Acoustic Scene Classification. In: Proceedings of the 24th ACM international conference on Multimedia. . pp. 486-490. ACM, Amsterdam, The Netherlands ISBN 978-1-4503-3603-1. (doi:10.1145/2964284.2967268) (KAR id:72682)

Phan, Huy, Hertel, Lars, Maass, Marco, Mertins, Alfred (2016) Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks. In: Proceedings of Interspeech. . pp. 3653-3657. ISCA, San Francisco, USA (doi:10.21437/Interspeech.2016-123) (KAR id:72681)

Hertel, Lars, Phan, Huy, Mertins, Alfred (2016) Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning. In: IEEE International Joint Conference on Neural Networks (IJCNN 2016). . pp. 3407-3411. IEEE, Vancouver, BC, Canada ISBN 978-1-5090-0619-9. (doi:10.1109/IJCNN.2016.7727635) (KAR id:72680)

Phan, Huy, Maass, Marco, Hertel, Lars, Mazur, Radoslaw, McLoughlin, Ian Vince, Merins, Alfred (2016) Learning Compact Structural Representations For Audio Events Using Regressor Banks. In: 2016 IEEE International Conference on Acoustics, Speech, and Signal Processing Proceedings. . IEEE ISBN 978-1-4799-9988-0. (doi:10.1109/ICASSP.2016.7471667) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:55054)

Phan, Huy, Maass, Marco, Hertel, Lars, Mazur, Radoslaw, Mertins, Alfred (2015) A Multi-Channel Fusion Framework for Audio Event Detection. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2015). . pp. 1-5. IEEE, New York, USA ISBN 978-1-4799-7450-4. (doi:10.1109/WASPAA.2015.7336889) (KAR id:72689)

Phan, Huy, Hertel, Lars, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2015) Representing Nonspeech Audio Signals through Speech Classification Models. In: 16th Annual Conference of the International Speech Communication Association (INTERSPEECH 2015). . pp. 3441-3445. ISCA, Dresden, Germany (KAR id:72688)

Phan, Huy, Hertel, Lars, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2015) Audio Phrases for Audio Event Recognition. In: 23rd European Signal Processing Conference (EUSIPCO 2015). . pp. 2546-2550. IEEE, Nice, France E-ISBN 978-0-9928626-3-3. (doi:10.1109/EUSIPCO.2015.7362844) (KAR id:72687)

Mazur, Radoslaw, Phan, Huy, Mertins, Alfred (2015) A Clustering Approach for Solving the Spatial Aliasing Problem in Convolutive Blind Source Separation. In: 20th IEEE International Conference on Digital Signal Processing (DSP 2015). . pp. 679-683. IEEE, Singapore ISBN 978-1-4799-8058-1. (doi:10.1109/ICDSP.2015.7251961) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:72686)

Phan, Huy, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2015) Early Event Detection in Audio Streams. In: IEEE International Conference on Multimedia and Expo (ICME 2015). . pp. 1-6. IEEE, Torino, Italy E-ISBN 978-1-4799-7082-7. (doi:10.1109/ICME.2015.7177439) (KAR id:72685)

Phan, Huy, Maass, Marco, Mazur, Radoslaw, Mertins, Alfred (2014) Acoustic Event Detection and Localization with Regression Forests. In: 15th Annual Conference of the International Speech Communication Association (INTERSPEECH 2014). . pp. 2524-2528. ISCA (KAR id:72695)

Phan, Huy, Mertins, Alfred (2014) Exploring Superframe Co-occurrence for Acoustic Event Recognition. In: 22nd European Signal Processing Conference (EUSIPCO 2014). . pp. 631-635. IEEE, Lisbon, Portugal ISBN 978-0-9928626-1-9. (KAR id:72694)

Maass, Marco, Phan, Huy, Mertins, Alfred (2014) Design of Cosine-Sine Modulated Filter Banks without DC Leakage. In: 19th IEEE International Conference on Digital Signal Processing (DSP 2014). . pp. 486-491. IEEE, Hong Kong, China E-ISBN 978-1-4799-4612-9. (doi:10.1109/ICDSP.2014.6900713) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:72692)

Phan, Huy, Do, Quan, Do, The-Luan, Vu, Duc-Lung (2013) Metric Learning for Automatic Sleep Stage Classification. In: 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013). . pp. 5025-5028. IEEE E-ISBN 978-1-4577-0216-7. (doi:10.1109/EMBC.2013.6610677) (KAR id:72696)

Phan, Huy, Tan, Su-Lim (2011) Mitigation of GPS Periodic Multipath Using Nonlinear Regression. In: 19th European Signal Processing Conference (EUSIPCO 2011). . pp. 1795-1799. IEEE (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) (KAR id:72699)

This list was generated on Tue Nov 26 19:53:31 2024 GMT.