Speech enhancement based on magnitude estimation using the gamma prior. - Weifeng Li 001; Kazuya Takeda; Fumitada Itakura; Tran Huy Dat (INTERSPEECH, 2004)

Generalized gamma modeling of speech and its online estimation for speech enhancement. - Tran Huy Dat; Kazuya Takeda; Fumitada Itakura (ICASSP (4), 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 (ICASSP (1), 2005)

A speech enhancement system based on data clustering and cumulative histogram equalization. - Tran Huy Dat; Kazuya Takeda; Fumitada Itakura (ICDE Workshops, 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 (NOLISP, 2005)

Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling. - Tran Huy Dat; Louis Shue; Cuntai Guan (EMBC, 2006)

Multichannel Speech Enhancement Based on Speech Spectral Magnitude Estimation Using Generalized Gamma Prior Distribution. - Tran Huy Dat; Kazuya Takeda; Fumitada Itakura (ICASSP (4), 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)

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)

Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface. - Tran Huy Dat; Cuntai Guan (ICASSP (1), 2007)

Using Keyword Spotting and Replacement for Speech Anonymization. - Jianfeng Chen; Tran Huy Dat; Koksoon Phua; Jit Biswas; Maniyeri Jayachandran (ICME, 2007)

Jump function komogorov and its application for audio stream segmentation and classification. - Tran Huy Dat; Haizhou Li 001 (ICASSP, 2008)

Speaker identification in noise mismatch conditions based on jump function Kolmogorov analysis in wavelet domain. - Tran Huy Dat; Haizhou Li 001 (INTERSPEECH, 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)

Heart sound as a biometric. - Koksoon Phua; Jianfeng Chen; Tran Huy Dat; Louis Shue (Pattern Recognit., 2008)

Sound event classification based on Feature Integration, Recursive Feature Elimination and Structured Classification. - Tran Huy Dat; Haizhou Li 001 (ICASSP, 2009)

Jump function Kolmogorov for audio classification in noise-mismatch conditions. - Tran Huy Dat; Haizhou Li 001 (IEEE Trans. Signal Process., 2009)

Feature integration for heart sound biometrics. - Tran Huy Dat; Yi Ren Leng; Haizhou Li 001 (ICASSP, 2010)

Selective gammatone filterbank feature for robust sound event recognition. - Yi Ren Leng; Tran Huy Dat; Norihide Kitaoka; Haizhou Li 001 (INTERSPEECH, 2010)

Probabilistic distance SVM with Hellinger-Exponential Kernel for sound event classification. - Tran Huy Dat; Haizhou Li 001 (ICASSP, 2011)

Jump Function Kolmogorov for overlapping audio event classification. - Tran Huy Dat; Haizhou Li 001 (ICASSP, 2011)

Image Representation of the Subband Power Distribution for Robust Sound Classification. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001 (INTERSPEECH, 2011)

Semi-Supervised Tree Support Vector Machine for Online Cough Recognition. - Huynh Thai Hoa; An Vu Tran; Tran Huy Dat (INTERSPEECH, 2011)

Alternative Frequency Scale Cepstral Coefficient for Robust Sound Event Recognition. - Yi Ren Leng; Tran Huy Dat; Norihide Kitaoka; Haizhou Li 001 (INTERSPEECH, 2011)

Spectrogram Image Feature for Sound Event Classification in Mismatched Conditions. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001 (IEEE Signal Process. Lett., 2011)

Overlapping Sound Event Recognition using Local Spectrogram Features with the Generalised Hough Transform. - Jonathan William Dennis; Tran Huy Dat; Engsiong Chng (INTERSPEECH, 2012)

Using Blob Detection in Missing Feature Linear-Frequency Cepstral Coefficients for Robust Sound Event Recognition. - Yi Ren Leng; Tran Huy Dat (INTERSPEECH, 2012)

Selective Gammatone Envelope Feature for Robust Sound Event Recognition. - Yi Ren Leng; Tran Huy Dat; Norihide Kitaoka; Haizhou Li 001 (IEICE Trans. Inf. Syst., 2012)

A robust sound event recognition framework under TV playing conditions. - Wen Zheng Terence Ng; Tran Huy Dat; Jonathan William Dennis; Chng Eng Siong (APSIPA, 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 (APSIPA, 2013)

Robust sound event recognition under TV playing conditions. - Wen Zheng Terence Ng; Tran Huy Dat; Jonathan William Dennis; Chng Eng Siong (ChinaSIP, 2013)

Temporal coding of local spectrogram features for robust sound recognition. - Jonathan William Dennis; Qiang Yu 005; Huajin Tang; Tran Huy Dat; Haizhou Li 001 (ICASSP, 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 (ICOST, 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 005 (RAM, 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)

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)

Enhanced local feature approach for overlapping sound event recognition. - Jonathan William Dennis; Tran Huy Dat (APSIPA, 2014)

Multi-label bird classification using an ensemble classifier with simple features. - Yi Ren Leng; Tran Huy Dat (APSIPA, 2014)

Bird Classification using Ensemble Classifiers. - Yi Ren Leng; Jonathan William Dennis; Tran Huy Dat (CLEF (Working Notes), 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 (ICASSP, 2014)

A discriminatively trained Hough Transform for frame-level phoneme recognition. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001; Engsiong Chng (ICASSP, 2014)

Analysis of spectrogram image methods for sound event classification. - Jonathan William Dennis; Tran Huy Dat; Chng Eng Siong (INTERSPEECH, 2014)

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 (ASRU, 2015)

Combining robust spike coding with spiking neural networks for sound event classification. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001 (ICASSP, 2015)

Spiking neural networks and the generalised hough transform for speech pattern detection. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001 (INTERSPEECH, 2015)

The 12R ASR system for IWSLT 2015. - Huy Dat Tran; Jonathan William Dennis; Wen Zheng Terence Ng (IWSLT (Evaluation Campaign), 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 (SPECOM, 2015)

Generalized Hough Transform for Speech Pattern Classification. - Jonathan William Dennis; Tran Huy Dat; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

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 (ICASSP, 2016)

Convolutional neural network with multi-task learning scheme for acoustic scene classification. - Tin Lay Nwe; Tran Huy Dat; Bin Ma 001 (APSIPA, 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 (INTERSPEECH, 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 001 (INTERSPEECH, 2017)

Embedding Physical Augmentation and Wavelet Scattering Transform to Generative Adversarial Networks for Audio Classification with Limited Training Resources. - Kah Kuan Teh; Tran Huy Dat (ICASSP, 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 (INTERSPEECH, 2019)

Semi-Supervised Audio Classification with Consistency-Based Regularization. - Kangkang Lu 001; Chuan-Sheng Foo; Kah Kuan Teh; Huy Dat Tran; Vijay Ramaseshan Chandrasekhar (INTERSPEECH, 2019)

The I2R's Submission to VOiCES Distance Speaker Recognition Challenge 2019. - Hanwu Sun; Kah Kuan Teh; Ivan Kukanov; Tran Huy Dat (INTERSPEECH, 2019)

Device Feature Extractor for Replay Spoofing Detection. - Chang Huai You; Jichen Yang; Huy Dat Tran (INTERSPEECH, 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 019; Guohong Ding; Hanwu Sun; Anthony Larcher; Rohan Kumar Das; Haizhou Li 001; et al. (CoRR, 2019)

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 (Interspeech, 2021)

VietSing: A High-quality Vietnamese Singing Voice Corpus. - Minh Vu; Zhou Wei; Binit Bhattarai; Kah Kuan Teh; Tran Huy Dat (APSIPA, 2024)

LingWav2Vec2: Linguistic-augmented wav2vec 2.0 for Vietnamese Mispronunciation Detection. - Tuan Nguyen; Huy Dat Tran (INTERSPEECH, 2024)

Continuous Learning of Transformer-based Audio Deepfake Detection. - Tuan Duy Nguyen Le; Kah Kuan Teh; Huy Dat Tran (CoRR, 2024)

Automatic Speech Recognition and Spoken Language Understanding of Maritime Radio Communications: A case study with Singapore data. - Phuong Dat; Jayakrishnan Melur Madhathil; Tran Huy Dat (ICASSP, 2025)

On the development of an AI performance and behavioural measures for teaching and classroom management. - Andreea I. Niculescu; Jochen Ehnen; Chen Yi; Du Jiawei; Tay Chiat Pin; Joey Tianyi Zhou; Vigneshwaran Subbaraju; Teh Kah Kuan; Tran Huy Dat; John Komar; Gi Soong Chee; Kenneth Kwok (CoRR, 2025)

Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment. - Long-Vu Hoang; Tuan Nguyen; Tran Huy Dat (CoRR, 2025)

Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning Models. - Tuan Dat Phuong; Long-Vu Hoang; Huy Dat Tran (CoRR, 2025)