Tran Huy Dat

According to our database, Tran Huy Dat authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Continuous Learning of Transformer-based Audio Deepfake Detection.

Tuan Duy Nguyen Le, Kah Kuan Teh, Huy Dat Tran

CoRR, 2024

2021

Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training.

Kah Kuan Teh, Huy Dat Tran

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2019

I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences.

Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md. Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans

CoRR, 2019

Device Feature Extractor for Replay Spoofing Detection.

Chang Huai You, Jichen Yang, Huy Dat Tran

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

The I2R's Submission to VOiCES Distance Speaker Recognition Challenge 2019.

Hanwu Sun, Kah Kuan Teh, Ivan Kukanov, Tran Huy Dat

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

Semi-Supervised Audio Classification with Consistency-Based Regularization.

Kangkang Lu, Chuan-Sheng Foo, Kah Kuan Teh, Huy Dat Tran, Vijay Ramaseshan Chandrasekhar

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

The I2R's ASR System for the VOiCES from a Distance Challenge 2019.

Tze Yuang Chong, Kye Min Tan, Kah Kuan Teh, Chang Huai You, Hanwu Sun, Tran Huy Dat

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

Embedding Physical Augmentation and Wavelet Scattering Transform to Generative Adversarial Networks for Audio Classification with Limited Training Resources.

Kah Kuan Teh, Tran Huy Dat

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

An Integrated Solution for Snoring Sound Classification Using Bhattacharyya Distance Based GMM Supervectors with SVM, Feature Selection with Random Forest and Spectrogram with CNN.

Tin Lay Nwe, Tran Huy Dat, Wen Zheng Terence Ng, Bin Ma

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

Data Augmentation, Missing Feature Mask and Kernel Classification for Through-the-Wall Acoustic Surveillance.

Tran Huy Dat, Wen Zheng Terence Ng, Yi Ren Leng

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

Convolutional neural network with multi-task learning scheme for acoustic scene classification.

Tin Lay Nwe, Tran Huy Dat, Bin Ma

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016

A comparative study of multi-channel processing methods for noisy automatic speech recognition in urban environments.

Tran Huy Dat, Jonathan William Dennis, Yi Ren Leng, Wen Zheng Terence Ng

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Generalized Hough Transform for Speech Pattern Classification.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li

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

Missing Feature Kernel and Nonparametric Window Subband Power Distribution for Robust Sound Event Classification.

Tran Huy Dat, Jonathan William Dennis, Wen Zheng Terence Ng

Proceedings of the Speech and Computer - 17th International Conference, 2015

The 12R ASR system for IWSLT 2015.

Huy Dat Tran, Jonathan William Dennis, Wen Zheng Terence Ng

Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2015, 2015

Spiking neural networks and the generalised hough transform for speech pattern detection.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li

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

Combining robust spike coding with spiking neural networks for sound event classification.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Single and multi-channel approaches for distant speech recognition under noisy reverberant conditions: I2R'S system description for the ASpIRE challenge.

Jonathan William Dennis, Tran Huy Dat

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Analysis of spectrogram image methods for sound event classification.

Jonathan William Dennis, Tran Huy Dat, Chng Eng Siong

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

A discriminatively trained Hough Transform for frame-level phoneme recognition.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li, Engsiong Chng

Proceedings of the IEEE International Conference on Acoustics, 2014

Generalized Gaussian Distribution Kullback-Leibler kernel for robust sound event recognition.

Tran Huy Dat, Wen Zheng Terence Ng, Jonathan William Dennis, Yi Ren Leng

Proceedings of the IEEE International Conference on Acoustics, 2014

Bird Classification using Ensemble Classifiers.

Yi Ren Leng, Jonathan William Dennis, Tran Huy Dat

Proceedings of the Working Notes for CLEF 2014 Conference, 2014

Multi-label bird classification using an ensemble classifier with simple features.

Yi Ren Leng, Tran Huy Dat

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

Enhanced local feature approach for overlapping sound event recognition.

Jonathan William Dennis, Tran Huy Dat

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2014

2013

Image Feature Representation of the Subband Power Distribution for Robust Sound Event Classification.

Jonathan William Dennis, Tran Huy Dat, Engsiong Chng

IEEE Trans. Speech Audio Process., 2013

Overlapping sound event recognition using local spectrogram features and the generalised hough transform.

Jonathan William Dennis, Tran Huy Dat, Engsiong Chng

Pattern Recognit. Lett., 2013

Affective social interaction with CuDDler robot.

Dilip Kumar Limbu, Chern Yuen Anthony Wong, Adrian Hwang Jian Tay, Tran Anh Dung, Yeow Kee Tan, Tran Huy Dat, Alvin Hong Yee Wong, Wen Zheng Terence Ng, Ridong Jiang, Jun Li

Proceedings of the IEEE 6th International Conference on Robotics, 2013

Evaluation of the Pet Robot CuDDler Using Godspeed Questionnaire.

Yeow Kee Tan, Alvin Hong Yee Wong, Chern Yuen Anthony Wong, Tran Anh Dung, Adrian Hwang Jian Tay, Dilip Kumar Limbu, Tran Huy Dat, Weng Zheng Ng, Rui Yan, Benedict Tay Tiong Chee

Proceedings of the Inclusive Society: Health and Wellbeing in the Community, and Care at Home, 2013

Temporal coding of local spectrogram features for robust sound recognition.

Jonathan William Dennis, Qiang Yu, Huajin Tang, Tran Huy Dat, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2013

Robust sound event recognition under TV playing conditions.

Wen Zheng Terence Ng, Tran Huy Dat, Jonathan William Dennis, Chng Eng Siong

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

Adaptive semi-supervised tree SVM for sound event recognition in home environments.

Wen Zheng Terence Ng, Tran Huy Dat, Huynh Thai Hoa, Chng Eng Siong

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

A robust sound event recognition framework under TV playing conditions.

Wen Zheng Terence Ng, Tran Huy Dat, Jonathan William Dennis, Chng Eng Siong

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2013

2012

Selective Gammatone Envelope Feature for Robust Sound Event Recognition.

Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li

IEICE Trans. Inf. Syst., 2012

Using Blob Detection in Missing Feature Linear-Frequency Cepstral Coefficients for Robust Sound Event Recognition.

Yi Ren Leng, Tran Huy Dat

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Overlapping Sound Event Recognition using Local Spectrogram Features with the Generalised Hough Transform.

Jonathan William Dennis, Tran Huy Dat, Engsiong Chng

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Spectrogram Image Feature for Sound Event Classification in Mismatched Conditions.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li

IEEE Signal Process. Lett., 2011

Alternative Frequency Scale Cepstral Coefficient for Robust Sound Event Recognition.

Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Semi-Supervised Tree Support Vector Machine for Online Cough Recognition.

Huynh Thai Hoa, An Vu Tran, Tran Huy Dat

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Image Representation of the Subband Power Distribution for Robust Sound Classification.

Jonathan William Dennis, Tran Huy Dat, Haizhou Li

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Jump Function Kolmogorov for overlapping audio event classification.

Tran Huy Dat, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2011

Probabilistic distance SVM with Hellinger-Exponential Kernel for sound event classification.

Tran Huy Dat, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Selective gammatone filterbank feature for robust sound event recognition.

Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li

Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Feature integration for heart sound biometrics.

Tran Huy Dat, Yi Ren Leng, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Jump function Kolmogorov for audio classification in noise-mismatch conditions.

Tran Huy Dat, Haizhou Li

IEEE Trans. Signal Process., 2009

Sound event classification based on Feature Integration, Recursive Feature Elimination and Structured Classification.

Tran Huy Dat, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Heart sound as a biometric.

Koksoon Phua, Jianfeng Chen, Tran Huy Dat, Louis Shue

Pattern Recognit., 2008

Multichannel Speech Enhancement Based on Generalized Gamma Prior Distribution with Its Online Adaptive Estimation.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

IEICE Trans. Inf. Syst., 2008

Speaker identification in noise mismatch conditions based on jump function Kolmogorov analysis in wavelet domain.

Tran Huy Dat, Haizhou Li

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Jump function komogorov and its application for audio stream segmentation and classification.

Tran Huy Dat, Haizhou Li

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

Using Keyword Spotting and Replacement for Speech Anonymization.

Jianfeng Chen, Tran Huy Dat, Koksoon Phua, Jit Biswas, Maniyeri Jayachandran

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface.

Tran Huy Dat, Cuntai Guan

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

On-line Gaussian mixture modeling in the log-power domain for signal-to-noise ratio estimation and speech enhancement.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

Speech Commun., 2006

Gamma Modeling of Speech Power and Its On-Line Estimation for Statistical Speech Enhancement.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

IEICE Trans. Inf. Syst., 2006

Multichannel Speech Enhancement Based on Speech Spectral Magnitude Estimation Using Generalized Gamma Prior Distribution.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling.

Tran Huy Dat, Louis Shue, Cuntai Guan

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005

Maximum a Posterior Probability and Cumulative Distribution Function Equalization Methods for Speech Spectral Estimation with Application in Noise Suppression Filtering.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

Proceedings of the Nonlinear Analyses and Algorithms for Speech Processing, 2005

A speech enhancement system based on data clustering and cumulative histogram equalization.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

SNR and Local Noise Power Estimations Based on Gaussian Mixture Modeling on the Log-Power Domain.

Kazuya Takeda, Tran Huy Dat, Hiroshi Fujimura, Fumitada Itakura

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Generalized gamma modeling of speech and its online estimation for speech enhancement.

Tran Huy Dat, Kazuya Takeda, Fumitada Itakura

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Speech enhancement based on magnitude estimation using the gamma prior.

Weifeng Li, Kazuya Takeda, Fumitada Itakura, Tran Huy Dat

Proceedings of the 8th International Conference on Spoken Language Processing, 2004