Huy Phan

发表

Learning Representations for Nonspeech Audio Events Through Their Similarities to Speech Patterns

Huy Phan, Lars Hertel, Marco Maaß, 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Unifying Isolated and Overlapping Audio Event Detection with Multi-label Multi-task Convolutional Recurrent Neural Networks

Maarten De Vos, Huy Phan, Alfred Mertins, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust Acoustic Scene Classification using a Multi-Spectrogram Encoder-Decoder Framework pdf

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, Digit. Signal Process..

What makes audio event detection harder than classification?

Ian McLoughlin, Huy Phan, Alfred Mertins, 2016, 2017 25th European Signal Processing Conference (EUSIPCO).

CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition

Huy Phan, Lars Hertel, Alfred Mertins, 2016 .

Forked Recurrent Neural Network for Hand Gesture Classification Using Inertial Measurement Data

Huy Phan, Marco Maaß, Alfred Mertins, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Early event detection in audio streams

Huy Phan, Marco Maaß, Radoslaw Mazur, 2015, 2015 IEEE International Conference on Multimedia and Expo (ICME).

Visualising convolutional neural network decisions in automated sleep scoring

Maarten De Vos, Huy Phan, Fernando Andreotti, 2018, AIH@IJCAI.

Weighted and Multi-Task Loss for Rare Audio Event Detection

Huy Phan, Alfred Mertins, Timo Gerkmann, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Continuous robust sound event classification using time-frequency features and deep learning

Ian McLoughlin, Huy Phan, Yan Song, 2017, PloS one.

CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection pdf

Huy Phan, Lars Hertel, Marco Maaß, 2016, ArXiv.

Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks pdf

Huy Phan, Lars Hertel, Marco Maaß, 2016, INTERSPEECH.

Random Regression Forests for Acoustic Event Detection and Classification

Huy Phan, Marco Maaß, Radoslaw Mazur, 2015, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Enabling Early Audio Event Detection with Neural Networks

Huy Phan, Alfred Mertins, Ian Vince McLoughlin, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On Multitask Loss Function for Audio Event Detection and Localization pdf

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, DCASE.

Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks

Huy Phan, Lars Hertel, Marco Maaß, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

People Detection and Tracking by Spatio-Temporally Clustering Feature Points (パターン認識・メディア理解)

Hirokatsu Kataoka, Huy Phan, Yoshimitsu Aoki, 2015 .

Computationally efficient 3-D statistical reconstruction from digitized radiographs

Ken D. Sauer, Huy Phan, 1995, Proceedings., International Conference on Image Processing.

Building Application Powered by Web Scraping

Huy Phan, 2019 .

Design of cosine-sine modulated filter banks without DC leakage

Huy Phan, Marco Maaß, Alfred Mertins, 2014, 2014 19th International Conference on Digital Signal Processing.

Audio phrases for audio event recognition

Huy Phan, Lars Hertel, Marco Maaß, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

Maarten De Vos, Huy Phan, Alfred Mertins, 2019, IEEE Transactions on Biomedical Engineering.

CNN-MoE based framework for classification of respiratory anomalies and lung disease detection

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020 .

DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification

Maarten De Vos, Huy Phan, Oliver Y. Chén, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Self-Attention Generative Adversarial Network for Speech Enhancement pdf

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Building a Machine-Learning Framework to Remotely Assess Parkinson's Disease Using Smartphones

Huy Phan, Michael Lindemann, John Prince, 2020, IEEE Transactions on Biomedical Engineering.

DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection pdf

Huy Phan, Alfred Mertins, Timo Gerkmann, 2017, ArXiv.

Recurrent Neural Networks with Weighting Loss for Early prediction of Hand Movements

Huy Phan, Marco Maaß, Radoslaw Mazur, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Label Tree Embeddings for Acoustic Scene Classification

Huy Phan, Lars Hertel, Marco Maaß, 2016, ACM Multimedia.

Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases pdf

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Deep Transfer Learning for Single-Channel Automatic Sleep Staging with Channel Mismatch

Maarten De Vos, Huy Phan, Alfred Mertins, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Exploring superframe co-occurrence for acoustic event recognition

Huy Phan, Alfred Mertins, A. Mertins, 2014, 2014 22nd European Signal Processing Conference (EUSIPCO).

Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks

Maarten De Vos, Huy Phan, Fernando Andreotti, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling pdf

Huy Phan, Lars Hertel, Alfred Mertins, 2016, ArXiv.

RNN With Stacked Architecture for sEMG based Sequence-to-Sequence Hand Gesture Recognition

Huy Phan, Alfred Mertins, Philipp Koch, 2021, 2020 28th European Signal Processing Conference (EUSIPCO).

CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification

Huy Phan, Lars Hertel, Marco Maaß, 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Time–Frequency Feature Fusion for Noise Robust Audio Event Classification

Ian McLoughlin, Huy Phan, Yan Song, 2020, Circuits Syst. Signal Process..

Recurrent Neural Network Based Early Prediction of Future Hand Movements

Huy Phan, Marco Maaß, Alfred Mertins, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Spatio-Temporal Attention Pooling for Audio Scene Classification pdf

Maarten De Vos, Huy Phan, Alfred Mertins, 2019, INTERSPEECH.

Representing nonspeech audio signals through speech classification models

Huy Phan, Lars Hertel, Marco Maaß, 2015, INTERSPEECH.

Room equalization based on measurements with moving microphones

Huy Phan, Radoslaw Mazur, Alfred Mertins, 2017, 2017 Hands-free Speech Communications and Microphone Arrays (HSCMA).

Comparing time and frequency domain for audio event recognition using deep learning

Huy Phan, Lars Hertel, Alfred Mertins, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Learning compact structural representations for audio events using regressor banks

Huy Phan, Lars Hertel, Marco Maaß, 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On the Proof of Recursive Vogler Algorithm for Multiple Knife-Edge Diffraction

Huy Phan, Ali Mansour, Arnaud Coatanhay, 2021, IEEE Transactions on Antennas and Propagation.

A multi-channel fusion framework for audio event detection

Huy Phan, Lars Hertel, Marco Maaß, 2015, 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Early Detection of Continuous and Partial Audio Events Using CNN

Huy Phan, Yan Song, Ian Vince McLoughlin, 2018, INTERSPEECH.

Acoustic event detection and localization with regression forests

Huy Phan, Marco Maaß, Radoslaw Mazur, 2014, INTERSPEECH.

Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene? pdf

Maarten De Vos, Huy Phan, Alfred Mertins, 2018, ArXiv.

Early prediction of future hand movements using sEMG data

Huy Phan, Marco Maaß, Alfred Mertins, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks

Maarten De Vos, Huy Phan, Oliver Y. Chén, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A clustering approach for solving the spatial aliasing problem in convolutive blind source separation

Huy Phan, Radoslaw Mazur, Alfred Mertins, 2015, 2015 IEEE International Conference on Digital Signal Processing (DSP).

A General Network Architecture for Sound Event Localization and Detection Using Transfer Learning and Recurrent Neural Network

Douglas L. Jones, Huy Phan, Lam Pham, 2020, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction

Huy Phan, Marco Maaß, Alfred Mertins, 2015, ACIVS.

Metric learning for automatic sleep stage classification

Huy Phan, Quan T. Do, Duc-Lung Vu, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Audio Scene Classification with Deep Recurrent Neural Networks

Huy Phan, Marco Maaß, Radoslaw Mazur, 2017, INTERSPEECH.

Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases

Ian McLoughlin, Huy Phan, Lam Pham, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification

Huy Phan, Theerawit Wilaiprasitporn, Thapanun Sudhawiyangkul, 2021, IEEE transactions on bio-medical engineering.

sEMG-Based Hand Movement Regression by Prediction of Joint Angles With Recurrent Neural Networks

Huy Phan, Marco Maaß, Alfred Mertins, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Pediatric Automatic Sleep Staging: Deep Learning Ensemble Improves Accuracy and Reduces Predictive Uncertainty

Huy Phan, Alfred Mertins, Mathias Baumert, 2022 .

CNN-MoE Based Framework for Classification of Respiratory Anomalies and Lung Disease Detection

Ian McLoughlin, Huy Phan, Alfred Mertins, 2020, IEEE Journal of Biomedical and Health Informatics.

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging

Maarten De Vos, Huy Phan, Alfred Mertins, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automatic Sleep Staging: Recent Development, Challenges, and Future Directions pdf

Huy Phan, Kaare B. Mikkelsen, Kaare Mikkelsen, 2021, ArXiv.

Identifying neural signatures mediating behavioral symptoms and psychosis onset: High-dimensional whole brain functional mediation analysis

Huy Phan, Oliver Y. Chén, John Prince, 2020, NeuroImage.

Pediatric Automatic Sleep Staging: A comparative study of state-of-the-art deep learning methods pdf

Huy Phan, Alfred Mertins, Mathias Baumert, 2021, IEEE transactions on bio-medical engineering.

Multi-View Audio And Music Classification

Ian McLoughlin, Huy Phan, Alfred Mertins, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A Trajectory Study for Obtaining MPI System Matrices in a Compressed-Sensing Framework

Huy Phan, Alfred Mertins, Thorsten M. Buzug, 2017 .

A Voting-Based Technique for Acoustic Event-Specific Detection

Huy Phan, Alfred Mertins, 2014 .

Optimized Compression of MPI System Matrices Using a Symmetry-Preserving Secondary Orthogonal Transform

Huy Phan, Alfred Mertins, Thorsten M. Buzug, 2016 .