Huy Phan

Bo Yuan

Samah Mohamed Saeed

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Polyphonic Audio Event Detection: Multi-Label or Multi-Class Multi-Task Classification Problem?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays.

[BibT_eX]

[DOI]

Thi Ngoc Tho Nguyen

Douglas L. Jones

Karn N. Watcharasupat

Woon-Seng Gan

Proceedings of the IEEE International Conference on Acoustics, 2022

Hypernetworks for Sound event Detection: a Proof-of-Concept.

[BibT_eX]

[DOI]

Shubhr Singh

Emmanouil Benetos

Proceedings of the 30th European Signal Processing Conference, 2022

RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Leveraging Label Hierachies for Few-Shot Everyday Sound Recognition.

[BibT_eX]

[DOI]

Jinhua Liang

Emmanouil Benetos

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Few-Shot Bioacoustic Event Detection: Enhanced Classifiers for Prototypical Networks.

[BibT_eX]

[DOI]

Ren Li

Jinhua Liang

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Data augmentation in semi-supervised adversarial domain adaptation for EEG-based sleep staging.

[BibT_eX]

[DOI]

Elisabeth R. M. Heremans

Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

BATUDE: Budget-Aware Neural Network Compression Based on Tucker Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

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

[BibT_eX]

[DOI]

Lam Pham

IEEE J. Biomed. Health Informatics, 2021

MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning.

[BibT_eX]

[DOI]

Nannapas Banluesombatkul

Pichayoot Ouppaphan

Pitshaporn Leelaarporn

Payongkit Lakhan

Busarakum Chaitusaney

Nattapong Jaimchariyatam

Ekapol Chuangsuwanich

Wei Chen

Theerawit Wilaiprasitporn

Nat Dilokthanakul

IEEE J. Biomed. Health Informatics, 2021

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

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

[BibT_eX]

[DOI]

NeuroImage, 2021

Robust acoustic scene classification using a multi-spectrogram encoder-decoder framework.

[BibT_eX]

[DOI]

Truc Nguyen

Digit. Signal Process., 2021

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

[BibT_eX]

[DOI]

Kaare B. Mikkelsen

CoRR, 2021

Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks.

[BibT_eX]

[DOI]

Marco Comunità

Joshua D. Reiss

CoRR, 2021

CHIP: CHannel Independence-based Pruning for Compact Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Multi-View Audio And Music Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Self-Attention Generative Adversarial Network for Speech Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

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

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

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

[BibT_eX]

[DOI]

Philipp Koch

Kamran Mohammad-Zadeh

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Speaker count: A new building block for speaker diarization.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2020

Improving GANs for Speech Enhancement.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Time-Frequency Feature Fusion for Noise Robust Audio Event Classification.

[BibT_eX]

[DOI]

Circuits Syst. Signal Process., 2020

Inception-Based Network and Multi-Spectrogram Ensemble Applied For Predicting Respiratory Anomalies and Lung Diseases.

[BibT_eX]

[DOI]

CoRR, 2020

On Multitask Loss Function for Audio Event Detection and Localization.

[BibT_eX]

[DOI]

CoRR, 2020

XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging.

[BibT_eX]

[DOI]

CoRR, 2020

Personalized Automatic Sleep Staging with Single-Night Data: a Pilot Study with KL-Divergence Regularization.

[BibT_eX]

[DOI]

CoRR, 2020

VVSec: Securing Volumetric Video Streaming via Benign Use of Adversarial Perturbation.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Deep Feature Embedding and Hierarchical Classification for Audio Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

Robust Deep Learning Framework For Predicting Respiratory Anomalies and Diseases.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Regression of Hand Movements from sEMG Data with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

On Multitask Loss Function for Audio Event Detection and Localization.

[BibT_eX]

[DOI]

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2019

Spatio-Temporal Attention Pooling for Audio Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

A Robust Framework for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Inhomogeneously Stacked RNN for Recognizing Hand Gestures from Magnetometer Data.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

A Recurrent Neural Network for Hand Gesture Recognition based on Accelerometer Data.

[BibT_eX]

[DOI]

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

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

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Early Detection of Continuous and Partial Audio Events Using CNN.

[BibT_eX]

[DOI]

Yan Song

Yue Lang

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Visualising convolutional neural network decisions in automated sleep scoring.

[BibT_eX]

[DOI]

Fernando Andreotti

Maarten De Vos

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.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Weighted and Multi-Task Loss for Rare Audio Event Detection.

[BibT_eX]

[DOI]

Martin Krawczyk-Becker

Timo Gerkmann

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2017

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

[BibT_eX]

[DOI]

Martin Krawczyk-Becker

Timo Gerkmann

CoRR, 2017

Audio Scene Classification with Deep Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

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

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Room equalization based on measurements with moving microphones.

[BibT_eX]

[DOI]

Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017

What makes audio event detection harder than classification?

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Early prediction of future hand movements using sEMG data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2016

What Make Audio Event Detection Harder than Classification?

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

Lars Hertel

CoRR, 2016

Label Tree Embeddings for Acoustic Scene Classification.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

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

[BibT_eX]

[DOI]

Lars Hertel

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Learning compact structural representations for audio events using regressor banks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Random Regression Forests for Acoustic Event Detection and Classification.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2015

A multi-channel fusion framework for audio event detection.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Representing nonspeech audio signals through speech classification models.

[BibT_eX]

[DOI]

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Early event detection in audio streams.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Radoslaw Mazur

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Audio phrases for audio event recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Cosine-Sine Modulated Filter Banks for Motion Estimation and Correction.

[BibT_eX]

[DOI]

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014

Acoustic event detection and localization with regression forests.

[BibT_eX]

[DOI]

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Design of cosine-sine modulated filter banks without DC leakage.

[BibT_eX]

[DOI]

Marco Maaß

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Exploring superframe co-occurrence for acoustic event recognition.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Metric learning for automatic sleep stage classification.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]