Gil-Jin Jang

Orcid: 0000-0002-1311-9161

According to our database1, Gil-Jin Jang authored at least 58 papers between 1998 and 2022.

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Bibliography

2022
Individualized diagnosis of preclinical Alzheimer's Disease using deep neural networks.
Expert Syst. Appl., 2022

2021
Korean Traditional Document Translation Using Transformer In Bidirectional-CRF.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

2020
Speech and music pitch trajectory classification using recurrent neural networks for monaural speech segregation.
J. Supercomput., 2020

Speaker Adaptation Using i-Vector Based Clustering.
KSII Trans. Internet Inf. Syst., 2020

2019
Stochastic Drop of Kernel Windows for Improved Generalization in Convolution Neural Networks.
Proceedings of the Intelligent Human Systems Integration 2019, 2019

2018
Convolutional Neural Network based Audio Event Classification.
KSII Trans. Internet Inf. Syst., 2018

Hybridized Character-Word Embedding for Korean Traditional Document Translation.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017
Configuration Guidance Framework for Molecular Dynamics Simulations in Virtualized Clusters.
IEEE Trans. Serv. Comput., 2017

Fast learning method for convolutional neural networks using extreme learning machine and its application to lane detection.
Neural Networks, 2017

Maximum Likelihood-based Automatic Lexicon Generation for AI Assistant-based Interaction with Mobile Devices.
KSII Trans. Internet Inf. Syst., 2017

Novel iterative approach using generative and discriminative models for classification with missing features.
Neurocomputing, 2017

Medical examination data prediction with missing information imputation based on recurrent neural networks.
Int. J. Data Min. Bioinform., 2017

Line-break prediction of hanmun text using recurrent neural networks.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Recognition model based on residual networks for cursive Hanja recognition.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017

Temporal Attention Neural Network for Video Understanding.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Recurrent neural networks with missing information imputation for medical examination data prediction.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016
Unsupervised noise reduction scheme for voice-based information retrieval in mobile environments.
Multim. Tools Appl., 2016

Adaptive driver assistance system based on Traffic Information Saliency Map.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Investigation of the Efficiency of Unsupervised Learning for Multi-task Classification in Convolutional Neural Network.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Medical examination data prediction using simple recurrent network and long short-term memory.
Proceedings of the Sixth International Conference on Emerging Databases: Technologies, 2016

2015
A Genetic Algorithm-Based Moving Object Detection for Real-time Traffic Surveillance.
IEEE Signal Process. Lett., 2015

Semi-Local Structure Patterns for Robust Face Detection.
IEEE Signal Process. Lett., 2015

Occlusion detection using horizontally segmented windows for vehicle tracking.
Multim. Tools Appl., 2015

Design of a Situation Aware Service for Internet of Things.
Int. J. Distributed Sens. Networks, 2015

Convolutional Neural Networks Considering Robustness Improvement and Its Application to Face Recognition.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Implementation of Voice Emotion Recognition for Interaction with Mobile Agent.
Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

Implementation of Doorlock System Using Face Recognition.
Proceedings of the 3rd International Conference on Human-Agent Interaction, 2015

A Voice QR Code for Mobile Devices.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

Performance Analysis of FFNN-Based Language Model in Contrast with <i>n</i>-Gram.
Proceedings of the Natural Language Dialog Systems and Intelligent Assistants, 2015

2014
Audio Source Separation Using a Deep Autoencoder.
CoRR, 2014

Video-based emotion identification using face alignment and support vector machines.
Proceedings of the second international conference on Human-agent interaction, 2014

Development of Small Footprint Korean Large Vocabulary Speech Recognition for Commanding a Standalone Robot.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Facial Emotion Recognition Using Active Shape Models and Statistical Pattern Recognizers.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

2013
Acoustic interference cancellation for a voice-driven interface in smart TVs.
IEEE Trans. Consumer Electron., 2013

Particle filtering based pitch sequence correction for monaural speech segregation.
Int. J. Imaging Syst. Technol., 2013

Noise Reduction Scheme for Speech Recognition in Mobile Devices.
Proceedings of the Information Technology Convergence, 2013

Variable Quantile Level Based Noise Suppression for Robust Speech Recognition.
Proceedings of the Information Technology Convergence, 2013

Performance Improvement of Human Detection Using Thermal Imaging Cameras Based on Mahalanobis Distance and Edge Orientation Histogram.
Proceedings of the Information Technology Convergence, 2013

Monaural speech segregation based on pitch track correction using an ensemble kalman filter.
Proceedings of the INTERSPEECH 2013, 2013

2012
Multistage utterance verification for keyword recognition-based online spoken content retrieval.
IEEE Trans. Consumer Electron., 2012

Recognition unit determination of interactive chinese speech recognition for embedded devices.
IEEE Trans. Consumer Electron., 2012

Minimum discrimination information-based language model adaptation using tiny domain corpora for intelligent personal assistants.
IEEE Trans. Consumer Electron., 2012

Independent vector analysis based on overlapped cliques of variable width for frequency-domain blind signal separation.
EURASIP J. Adv. Signal Process., 2012

Music-aided affective interaction between human and service robot.
EURASIP J. Audio Speech Music. Process., 2012

Particle filtering by sigmoidal weight update for speech pitch correction.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2007
Independent Vector Analysis using Non-Spherical Joint Densities for the Separation of Speech Signals.
Proceedings of the IEEE International Conference on Acoustics, 2007

Monaural Source Separation.
Proceedings of the Blind Speech Separation, 2007

2004
Adaptive cross-channel interference cancellation on blind signal separation outputs using source absence/presence detection and spectral subtraction.
Proceedings of the INTERSPEECH 2004, 2004

Adaptive Cross-Channel Interference Cancellation on Blind Source Separation Outputs.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

2003
Single-channel signal separation using time-domain basis functions.
IEEE Signal Process. Lett., 2003

A Maximum Likelihood Approach to Single-channel Source Separation.
J. Mach. Learn. Res., 2003

A subspace approach to single channel signal separation using maximum likelihood weighting filters.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Learning statistically efficient features for speaker recognition.
Neurocomputing, 2002

A Probabilistic Approach to Single Channel Blind Signal Separation.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
The statistical structures of male and female speech signals.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Improvement of speaker recognition system by individual information weighting.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999
Feature vector transformation using independent component analysis and its application to speaker identification.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Candidate selection based on significance testing and its use in normalisation and scoring.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998


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