Tran Huy Dat - RankMe

65 papers A 16B 1C 4Misc 12Journal 14Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment. CoRR Long-Vu Hoang, Tuan Nguyen, Tran Huy Dat
2025	Misc	`conf`	Automatic Speech Recognition and Spoken Language Understanding of Maritime Radio Communications: A case study with Singapore data. ICASSP Phuong Dat, Jayakrishnan Melur Madhathil, Tran Huy Dat
2025	—	`conf`	Enhancing Speech Quality in Scintillating Satellite Communications: A Rician Fading Modeling Approach. APSIPA Teh Kah Kuan, Hanwu Sun, Tran Huy Dat
2025	C	`conf`	KAN-AST: Kolmogorov-Arnold Network based Audio Spectrogram Transformer for Audio Classification. ASRU Phuong Tuan Dat, Tran Huy Dat
2025	J	`jnl`	On the development of an AI performance and behavioural measures for teaching and classroom management. CoRR 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
2025	C	`conf`	Utilizing Kolmogorov-Arnold Network in Self-Supervised Learning for Speaker Diarization. ASRU Minh Vu, Phuong Tuan Dat, Kah Kuan Teh, Van Tuan Nguyen, Tran Huy Dat
2025	B	`conf`	XLSR-Kanformer: A KAN-Intergrated model for Synthetic Speech Detection. AVSS Tuan Dat Phuong, Tran Huy Dat
2025	J	`jnl`	XLSR-Kanformer: A KAN-Intergrated model for Synthetic Speech Detection. CoRR Tuan Dat Phuong, Tran Huy Dat
2024	—	`conf`	VietSing: A High-quality Vietnamese Singing Voice Corpus. APSIPA Minh Vu, Zhou Wei, Binit Bhattarai, Kah Kuan Teh, Tran Huy Dat
2019	Misc	`conf`	Embedding Physical Augmentation and Wavelet Scattering Transform to Generative Adversarial Networks for Audio Classification with Limited Training Resources. ICASSP Kah Kuan Teh, Tran Huy Dat
2019	J	`jnl`	I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR 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
2019	A	`conf`	The I2R's ASR System for the VOiCES from a Distance Challenge 2019. INTERSPEECH Tze Yuang Chong, Kye Min Tan, Kah Kuan Teh, Chang Huai You, Hanwu Sun, Tran Huy Dat
2019	A	`conf`	The I2R's ASR System for the VOiCES from a Distance Challenge 2019. INTERSPEECH Tze Yuang Chong, Kye Min Tan, Kah Kuan Teh, Chang Huai You, Hanwu Sun, Tran Huy Dat
2019	A	`conf`	The I2R's Submission to VOiCES Distance Speaker Recognition Challenge 2019. INTERSPEECH Hanwu Sun, Kah Kuan Teh, Ivan Kukanov, Tran Huy Dat
2017	A	`conf`	An Integrated Solution for Snoring Sound Classification Using Bhattacharyya Distance Based GMM Supervectors with SVM, Feature Selection with Random Forest and Spectrogram with CNN. INTERSPEECH Tin Lay Nwe, Tran Huy Dat, Wen Zheng Terence Ng, Bin Ma
2017	—	`conf`	Convolutional neural network with multi-task learning scheme for acoustic scene classification. APSIPA Tin Lay Nwe, Tran Huy Dat, Bin Ma
2017	A	`conf`	Data Augmentation, Missing Feature Mask and Kernel Classification for Through-the-Wall Acoustic Surveillance. INTERSPEECH Tran Huy Dat, Wen Zheng Terence Ng, Yi Ren Leng
2016	Misc	`conf`	A comparative study of multi-channel processing methods for noisy automatic speech recognition in urban environments. ICASSP Tran Huy Dat, Jonathan William Dennis, Yi Ren Leng, Wen Zheng Terence Ng
2015	Misc	`conf`	Combining robust spike coding with spiking neural networks for sound event classification. ICASSP Jonathan William Dennis, Tran Huy Dat, Haizhou Li
2015	J	`jnl`	Generalized Hough Transform for Speech Pattern Classification. IEEE ACM Trans. Audio Speech Lang. Process. Jonathan William Dennis, Tran Huy Dat, Haizhou Li
2015	—	`conf`	Missing Feature Kernel and Nonparametric Window Subband Power Distribution for Robust Sound Event Classification. SPECOM Tran Huy Dat, Jonathan William Dennis, Wen Zheng Terence Ng
2015	C	`conf`	Single and multi-channel approaches for distant speech recognition under noisy reverberant conditions: I2R'S system description for the ASpIRE challenge. ASRU Jonathan William Dennis, Tran Huy Dat
2015	A	`conf`	Spiking neural networks and the generalised hough transform for speech pattern detection. INTERSPEECH Jonathan William Dennis, Tran Huy Dat, Haizhou Li
2014	Misc	`conf`	A discriminatively trained Hough Transform for frame-level phoneme recognition. ICASSP Jonathan William Dennis, Tran Huy Dat, Haizhou Li, Engsiong Chng
2014	A	`conf`	Analysis of spectrogram image methods for sound event classification. INTERSPEECH Jonathan William Dennis, Tran Huy Dat, Chng Eng Siong
2014	—	`conf`	Bird Classification using Ensemble Classifiers. CLEF (Working Notes) Yi Ren Leng, Jonathan William Dennis, Tran Huy Dat
2014	—	`conf`	Enhanced local feature approach for overlapping sound event recognition. APSIPA Jonathan William Dennis, Tran Huy Dat
2014	Misc	`conf`	Generalized Gaussian Distribution Kullback-Leibler kernel for robust sound event recognition. ICASSP Tran Huy Dat, Wen Zheng Terence Ng, Jonathan William Dennis, Yi Ren Leng
2014	—	`conf`	Multi-label bird classification using an ensemble classifier with simple features. APSIPA Yi Ren Leng, Tran Huy Dat
2013	—	`conf`	A robust sound event recognition framework under TV playing conditions. APSIPA Wen Zheng Terence Ng, Tran Huy Dat, Jonathan William Dennis, Chng Eng Siong
2013	—	`conf`	Adaptive semi-supervised tree SVM for sound event recognition in home environments. APSIPA Wen Zheng Terence Ng, Tran Huy Dat, Huynh Thai Hoa, Chng Eng Siong
2013	—	`conf`	Affective social interaction with CuDDler robot. RAM 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
2013	C	`conf`	Evaluation of the Pet Robot CuDDler Using Godspeed Questionnaire. ICOST 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
2013	J	`jnl`	Image Feature Representation of the Subband Power Distribution for Robust Sound Event Classification. IEEE Trans. Speech Audio Process. Jonathan William Dennis, Tran Huy Dat, Engsiong Chng
2013	J	`jnl`	Overlapping sound event recognition using local spectrogram features and the generalised hough transform. Pattern Recognit. Lett. Jonathan William Dennis, Tran Huy Dat, Engsiong Chng
2013	—	`conf`	Robust sound event recognition under TV playing conditions. ChinaSIP Wen Zheng Terence Ng, Tran Huy Dat, Jonathan William Dennis, Chng Eng Siong
2013	Misc	`conf`	Temporal coding of local spectrogram features for robust sound recognition. ICASSP Jonathan William Dennis, Qiang Yu, Huajin Tang, Tran Huy Dat, Haizhou Li
2012	A	`conf`	Overlapping Sound Event Recognition using Local Spectrogram Features with the Generalised Hough Transform. INTERSPEECH Jonathan William Dennis, Tran Huy Dat, Engsiong Chng
2012	J	`jnl`	Selective Gammatone Envelope Feature for Robust Sound Event Recognition. IEICE Trans. Inf. Syst. Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li
2012	A	`conf`	Using Blob Detection in Missing Feature Linear-Frequency Cepstral Coefficients for Robust Sound Event Recognition. INTERSPEECH Yi Ren Leng, Tran Huy Dat
2011	A	`conf`	Alternative Frequency Scale Cepstral Coefficient for Robust Sound Event Recognition. INTERSPEECH Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li
2011	A	`conf`	Image Representation of the Subband Power Distribution for Robust Sound Classification. INTERSPEECH Jonathan William Dennis, Tran Huy Dat, Haizhou Li
2011	Misc	`conf`	Jump Function Kolmogorov for overlapping audio event classification. ICASSP Tran Huy Dat, Haizhou Li
2011	Misc	`conf`	Probabilistic distance SVM with Hellinger-Exponential Kernel for sound event classification. ICASSP Tran Huy Dat, Haizhou Li
2011	A	`conf`	Semi-Supervised Tree Support Vector Machine for Online Cough Recognition. INTERSPEECH Huynh Thai Hoa, An Vu Tran, Tran Huy Dat
2011	J	`jnl`	Spectrogram Image Feature for Sound Event Classification in Mismatched Conditions. IEEE Signal Process. Lett. Jonathan William Dennis, Tran Huy Dat, Haizhou Li
2010	Misc	`conf`	Feature integration for heart sound biometrics. ICASSP Tran Huy Dat, Yi Ren Leng, Haizhou Li
2010	A	`conf`	Selective gammatone filterbank feature for robust sound event recognition. INTERSPEECH Yi Ren Leng, Tran Huy Dat, Norihide Kitaoka, Haizhou Li
2009	J	`jnl`	Jump function Kolmogorov for audio classification in noise-mismatch conditions. IEEE Trans. Signal Process. Tran Huy Dat, Haizhou Li
2009	Misc	`conf`	Sound event classification based on Feature Integration, Recursive Feature Elimination and Structured Classification. ICASSP Tran Huy Dat, Haizhou Li
2008	J	`jnl`	Heart sound as a biometric. Pattern Recognit. Koksoon Phua, Jianfeng Chen, Tran Huy Dat, Louis Shue
2008	Misc	`conf`	Jump function komogorov and its application for audio stream segmentation and classification. ICASSP Tran Huy Dat, Haizhou Li
2008	J	`jnl`	Multichannel Speech Enhancement Based on Generalized Gamma Prior Distribution with Its Online Adaptive Estimation. IEICE Trans. Inf. Syst. Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2008	A	`conf`	Speaker identification in noise mismatch conditions based on jump function Kolmogorov analysis in wavelet domain. INTERSPEECH Tran Huy Dat, Haizhou Li
2007	—	`conf`	Feature Selection Based on Fisher Ratio and Mutual Information Analyses for Robust Brain Computer Interface. ICASSP (1) Tran Huy Dat, Cuntai Guan
2007	A	`conf`	Using Keyword Spotting and Replacement for Speech Anonymization. ICME Jianfeng Chen, Tran Huy Dat, Koksoon Phua, Jit Biswas, Maniyeri Jayachandran
2006	—	`conf`	Electrocorticographic signal classification based on time-frequency decomposition and nonparametric statistical modeling. EMBC Tran Huy Dat, Louis Shue, Cuntai Guan
2006	J	`jnl`	Gamma Modeling of Speech Power and Its On-Line Estimation for Statistical Speech Enhancement. IEICE Trans. Inf. Syst. Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2006	—	`conf`	Multichannel Speech Enhancement Based on Speech Spectral Magnitude Estimation Using Generalized Gamma Prior Distribution. ICASSP (4) Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2006	J	`jnl`	On-line Gaussian mixture modeling in the log-power domain for signal-to-noise ratio estimation and speech enhancement. Speech Commun. Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2005	—	`conf`	A speech enhancement system based on data clustering and cumulative histogram equalization. ICDE Workshops Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2005	—	`conf`	Generalized gamma modeling of speech and its online estimation for speech enhancement. ICASSP (4) Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2005	—	`conf`	Maximum a Posterior Probability and Cumulative Distribution Function Equalization Methods for Speech Spectral Estimation with Application in Noise Suppression Filtering. NOLISP Tran Huy Dat, Kazuya Takeda, Fumitada Itakura
2005	—	`conf`	SNR and Local Noise Power Estimations Based on Gaussian Mixture Modeling on the Log-Power Domain. ICASSP (1) Kazuya Takeda, Tran Huy Dat, Hiroshi Fujimura, Fumitada Itakura
2004	A	`conf`	Speech enhancement based on magnitude estimation using the gamma prior. INTERSPEECH Weifeng Li, Kazuya Takeda, Fumitada Itakura, Tran Huy Dat