Ngoc Q. K. Duong

发表

Transfer Learning for Video Memorability Prediction

Claire-Hélène Demarty, Romain Cohendet, Ngoc Q. K. Duong, 2018, MediaEval.

Multimodality and Deep Learning when Predicting Media Interestingness

Claire-Hélène Demarty, Ngoc Q. K. Duong, Eloïse Berson, 2017, MediaEval.

Technicolor@MediaEval 2016 Predicting Media Interestingness Task

Claire-Hélène Demarty, Ngoc Q. K. Duong, Yuesong Shen, 2016, MediaEval.

Annotating, Understanding, and Predicting Long-term Video Memorability

Claire-Hélène Demarty, Karthik Yadati, Romain Cohendet, 2018, ICMR.

Text-informed speech inpainting via voice conversion

Patrick Pérez, Alexey Ozerov, Ngoc Q. K. Duong, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events

Patrick Pérez, Gaël Richard, Slim Essid, 2018, CVPR Workshops.

A Review of Audio Features and Statistical Models Exploited for Voice Pattern Design pdf

Ngoc Q. K. Duong, Hien-Thanh Duong, 2015, ArXiv.

Multichannel Audio Source Separation Exploiting NMF-Based Generic Source Spectral Model in Gaussian Modeling Framework

Ngoc Q. K. Duong, Quoc-Cuong Nguyen, Thanh Thi Hien Duong, 2018, LVA/ICA.

Guiding audio source separation by video object information

Patrick Pérez, Gaël Richard, Slim Essid, 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

On Multitask Loss Function for Audio Event Detection and Localization pdf

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

C V ] 3 J ul 2 01 8 MediaEval 2018 : Predicting Media Memorability pdf

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2018 .

Collecting, Analyzing and Predicting Socially-Driven Image Interestingness

Claire-Hélène Demarty, Ngoc Q. K. Duong, Eloïse Berson, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Predicting Interestingness of Visual Content

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2017, Visual Content Indexing and Retrieval with Psycho-Visual Models.

MediaEval 2018: Predicting Media Memorability

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2018, MediaEval.

Movie synchronization by audio landmark matching

Ngoc Q. K. Duong, Franck Thudor, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Deep learning for multimodal-based video interestingness prediction

Claire-Hélène Demarty, Ngoc Q. K. Duong, Yuesong Shen, 2017, 2017 IEEE International Conference on Multimedia and Expo (ICME).

Multiview Approaches to Event Detection and Scene Analysis

Fabio Antonacci, Romain Serizel, Slim Essid, 2018 .

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).

Structural inpainting

Patrick Pérez, Ngoc Q. K. Duong, Huy V. Vo, 2018, ACM Multimedia.

MediaEval 2017 Predicting Media Interestingness Task

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2016, MediaEval.

Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision

Patrick Pérez, Gaël Richard, Slim Essid, 2018, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

Deep Learning for Predicting Image Memorability

Claire-Hélène Demarty, Ngoc Q. K. Duong, Gwenaëlle Marquant, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Weakly Supervised Representation Learning for Audio-Visual Scene Analysis

Gaël Richard, Slim Essid, Sanjeel Parekh, 2020, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Text-informed audio source separation using nonnegative matrix partial co-factorization

Alexey Ozerov, Ngoc Q. K. Duong, Luc Le Magoarou, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Motion informed audio source separation

Patrick Pérez, Gaël Richard, Slim Essid, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An acoustically-motivated spatial prior for under-determined reverberant source separation

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Acoustic Scene Classification: An evaluation of an extremely compact feature representation

Patrick Pérez, Gustavo Sena Mafra, Ngoc Q. K. Duong, 2016, DCASE.

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges

Fabian J. Theis, Emmanuel Vincent, Hiroshi Sawada, 2012, Signal Process..

Informed source separation via compressive graph signal sampling

Patrick Pérez, Alexey Ozerov, Ngoc Q. K. Duong, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

VideoMem: Constructing, Analyzing, Predicting Short-Term and Long-Term Video Memorability

Martin Engilberge, Claire-Hélène Demarty, Romain Cohendet, 2018, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

Relative group sparsity for non-negative matrix factorization with application to on-the-fly audio source separation

Dalia El Badawy, Alexey Ozerov, Ngoc Q. K. Duong, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Discriminate Natural versus Loudspeaker Emitted Speech

Thanh-Ha Le, Ngoc Q. K. Duong, Philippe Gilberton, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

On-the-fly audio source separation

Dalia El Badawy, Alexey Ozerov, Ngoc Q. K. Duong, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Spatial covariance models for under-determined reverberant audio source separation

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2009, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics.

Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2009, IEEE Transactions on Audio, Speech, and Language Processing.

Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2010, LVA/ICA.

Gaussian Modeling-Based Multichannel Audio Source Separation Exploiting Generic Source Spectral Model

Ngoc Q. K. Duong, Thanh Thi Hien Duong, Phuong Cong Nguyen, 2019, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

Spatial location priors for Gaussian model based reverberant audio source separation

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2013, EURASIP J. Adv. Signal Process..

Single-channel speaker-dependent speech enhancement exploiting generic noise model learned by non-negative matrix factorization

Ngoc Q. K. Duong, Quoc-Cuong Nguyen, Cong-Phuong Nguyen, 2016, 2016 International Conference on Electronics, Information, and Communications (ICEIC).

The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation

Fabian J. Theis, Hiroshi Sawada, Shoko Araki, 2010, LVA/ICA.

Temporal annotation-based audio source separation using weighted nonnegative matrix factorization

Louis Chevallier, Alexey Ozerov, Ngoc Q. K. Duong, 2014, 2014 IEEE Fourth International Conference on Consumer Electronics Berlin (ICCE-Berlin).

Under-determined convolutive blind source separation using spatial covariance models

Rémi Gribonval, Emmanuel Vincent, Ngoc Q. K. Duong, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation

Pierre Vandergheynst, Rémi Gribonval, Emmanuel Vincent, 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).

Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity

Rémi Gribonval, Emmanuel Vincent, Shigeki Sagayama, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

The Predicting Media Memorability Task at MediaEval 2019

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2019, MediaEval.

An interactive audio source separation framework based on non-negative matrix factorization

Louis Chevallier, Alexey Ozerov, Ngoc Q. K. Duong, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Audio Zoom for Smartphones Based on Multiple Adaptive Beamformers

Louis Chevallier, Alexey Ozerov, Ngoc Q. K. Duong, 2017, LVA/ICA.

Audio Style Transfer

Patrick Pérez, Alexey Ozerov, Ngoc Q. K. Duong, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Fast second screen TV synchronization combining audio fingerprint technique and generalized cross correlation

Christopher Howson, Ngoc Q. K. Duong, Yvon Legallais, 2012, 2012 IEEE Second International Conference on Consumer Electronics - Berlin (ICCE-Berlin).

Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization

Alexey Ozerov, Ngoc Q. K. Duong, Luc Le Magoarou, 2014, Journal of Signal Processing Systems.

The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Biomedical Source Separation

Fabian J. Theis, Hiroshi Sawada, Shoko Araki, 2010, LVA/ICA.

Speech enhancement based on nonnegative matrix factorization with mixed group sparsity constraint

Ngoc Q. K. Duong, Quoc-Cuong Nguyen, Hien-Thanh Duong, 2015, SoICT.

On-the-Fly Audio Source Separation—A Novel User-Friendly Framework

Dalia El Badawy, Alexey Ozerov, Ngoc Q. K. Duong, 2017, IEEE/ACM Transactions on Audio, Speech, and Language Processing.

On the hidden treasure of dialog in video question answering pdf

Yannis Avrithis, Deniz Engin, Ngoc Q. K. Duong, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

Visual Interestingness Prediction: A Benchmark Framework and Literature Review

Mats Sjöberg, Bogdan Ionescu, Claire-Hélène Demarty, 2021, Int. J. Comput. Vis..

Inplace knowledge distillation with teacher assistant for improved training of flexible deep neural networks

Alexey Ozerov, Ngoc Q. K. Duong, A. Ozerov, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Weighted nonnegative tensor factorization: on monotonicity of multiplicative update rules and application to user-guided audio source separation

Ngoc Q. K. Duong, Louis Chevallier, A. Ozerov, 2013 .

On monotonicity of multiplicative update rules for weighted nonnegative tensor factorization

Ngoc Q. K. Duong, Louis Chevallier, A. Ozerov, 2014 .

CLASSIFICATION WITH MULTIPLE INSTANCE LEARNING AND FUSION Technical Report

Ngoc Q. K. Duong, A. Ozerov, Valentin Bilot, 2019 .

DCASE 2020 CHALLENGE TASK 1B: LOW-COMPLEXITY CNN-BASED FRAMEWORK FOR ACOUSTIC SCENE CLASSIFICATION Technical Report

Ngoc Q. K. Duong, D. Ngo, L. Pham, 2020 .

MediaEval 2018: Predicting Media Memorability Task

Ngoc Q. K. Duong, Mats Sjöberg, Thanh-Toan Do, 2018, ArXiv.

Speaker count: A new building block for speaker diarization

Ngoc Q. K. Duong, Thanh Thi Hien Duong, Huy Phan, 2021, 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC).

Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization

Ngoc Q. K. Duong, Luc Le Magoarou, A. Ozerov, 2015, Journal of Signal Processing Systems.

AUDIO EVENT DETECTION AND LOCALIZATION WITH MULTITASK REGRESSION NETWORK Technical Report

Ngoc Q. K. Duong, I. Mcloughlin, A. Mertins, 2020 .

The signal separation evaluation campaign (2007-2010): Achievements and remaining challenges

Ngoc Q. K. Duong, Fabian J Theis, E. Vincent, 2012, Signal Process..

Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation

Ngoc Q. K. Duong, R. Gribonval, E. Vincent, 2010, 10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010).

INFORMED AUDIO SOURCE SEPARATION

Gaël Richard, Ngoc Q. K. Duong, A. Ozerov, 2017 .

The 2010 Signal Separation Evaluation Campaign (SiSEC2010): Audio Source Separation

Ngoc Q. K. Duong, Fabian J Theis, G. Nolte, 2010, LVA/ICA.

Audio Style Transfer

Ngoc Q. K. Duong, P. Pérez, A. Ozerov, 2017, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).