Huy Phan

According to our database1, Huy Phan authored at least 44 papers between 1995 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging.
CoRR, 2018

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.
CoRR, 2018

Early Detection of Continuous and Partial Audio Events Using CNN.
Proceedings of the Interspeech 2018, 2018

Visualising convolutional neural network decisions in automated sleep scoring.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018

Enabling Early Audio Event Detection with Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Weighted and Multi-Task Loss for Rare Audio Event Detection.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Automatic Sleep Stage Classification Using Single-Channel EEG: Learning Sequential Features with Attention-Based Recurrent Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

DNN Filter Bank Improves 1-Max Pooling CNN for Single-Channel EEG Automatic Sleep Stage Classification.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Recurrent Neural Network Based Early Prediction of Future Hand Movements.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Multichannel Sleep Stage Classification and Transfer Learning using Convolutional Neural Networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Improved Audio Scene Classification Based on Label-Tree Embeddings and Convolutional Neural Networks.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2017

Enabling Early Audio Event Detection with Neural Networks.
CoRR, 2017

DNN and CNN with Weighted and Multi-task Loss Functions for Audio Event Detection.
CoRR, 2017

Audio Scene Classification with Deep Recurrent Neural Networks.
CoRR, 2017

Audio Scene Classification with Deep Recurrent Neural Networks.
Proceedings of the Interspeech 2017, 2017

CNN-LTE: A class of 1-X pooling convolutional neural networks on label tree embeddings for audio scene classification.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Room equalization based on measurements with moving microphones.
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

What makes audio event detection harder than classification?
Proceedings of the 25th European Signal Processing Conference, 2017

Early prediction of future hand movements using sEMG data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Learning Representations for Nonspeech Audio Events Through Their Similarities to Speech Patterns.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2016

Learning Compact Structural Representations for Audio Events Using Regressor Banks.
CoRR, 2016

What Make Audio Event Detection Harder than Classification?
CoRR, 2016

Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks.
CoRR, 2016

CaR-FOREST: Joint Classification-Regression Decision Forests for Overlapping Audio Event Detection.
CoRR, 2016

CNN-LTE: a Class of 1-X Pooling Convolutional Neural Networks on Label Tree Embeddings for Audio Scene Recognition.
CoRR, 2016

Label Tree Embeddings for Acoustic Scene Classification.
CoRR, 2016

Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling.
CoRR, 2016

Comparing Time and Frequency Domain for Audio Event Recognition Using Deep Learning.
CoRR, 2016

Label Tree Embeddings for Acoustic Scene Classification.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Robust Audio Event Recognition with 1-Max Pooling Convolutional Neural Networks.
Proceedings of the Interspeech 2016, 2016

Comparing time and frequency domain for audio event recognition using deep learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Learning compact structural representations for audio events using regressor banks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Random Regression Forests for Acoustic Event Detection and Classification.
IEEE/ACM Trans. Audio, Speech & Language Processing, 2015

A multi-channel fusion framework for audio event detection.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Representing nonspeech audio signals through speech classification models.
Proceedings of the INTERSPEECH 2015, 2015

Early event detection in audio streams.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

A clustering approach for solving the spatial aliasing problem in convolutive blind source separation.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Audio phrases for audio event recognition.
Proceedings of the 23rd European Signal Processing Conference, 2015

Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014
Acoustic event detection and localization with regression forests.
Proceedings of the INTERSPEECH 2014, 2014

Design of cosine-sine modulated filter banks without DC leakage.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Exploring superframe co-occurrence for acoustic event recognition.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Metric learning for automatic sleep stage classification.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

1995
Computationally efficient 3-D statistical reconstruction from digitized radiographs.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995


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