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Research Output 1996 2019

2019
Speech Enhancement
Speech enhancement
Learning algorithms
learning
Mask

Dry electrode-based body fat estimation system with anthropometric data for use in a wearable device

Shin, S. C., Lee, J., Choe, S., Yang, H. I., Min, J., Ahn, K. Y., Jeon, J. Y. & Kang, H-G., 2019 May 1, In : Sensors (Switzerland). 19, 9, 2177.

Research output: Contribution to journalArticle

Open Access
fats
Oils and fats
Electric Impedance
Adipose Tissue
Electrodes

Emotional Speech Synthesis Based on Style Embedded Tacotron2 Framework

Kwon, O., Jang, I., Ahn, C. & Kang, H-G., 2019 Jun 1, 34th International Technical Conference on Circuits/Systems, Computers and Communications, ITC-CSCC 2019. Institute of Electrical and Electronics Engineers Inc., 8793393. (34th International Technical Conference on Circuits/Systems, Computers and Communications, ITC-CSCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis

Excitation-by-SampleRNN Model for Text-to-Speech

Byun, K., Song, E., Kim, J., Kim, J. M. & Kang, H-G., 2019 Jun 1, 34th International Technical Conference on Circuits/Systems, Computers and Communications, ITC-CSCC 2019. Institute of Electrical and Electronics Engineers Inc., 8793459. (34th International Technical Conference on Circuits/Systems, Computers and Communications, ITC-CSCC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Acoustics
Long short-term memory
2018
1 Citation (Scopus)

A deep learning-based stress detection algorithm with speech signal

Han, H., Byun, K. & Kang, H-G., 2018 Oct 26, AVSU 2018 - Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia, Co-located with MM 2018. Association for Computing Machinery, Inc, p. 11-15 5 p. (AVSU 2018 - Proceedings of the 2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia, Co-located with MM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cortisol
Hormones
Intelligent systems
Deep learning
Communication
3 Citations (Scopus)
Speech Synthesis
Speech synthesis
Merging
Acoustic noise
Modeling

AVSU: Workshop on audio-visual scene understanding for immersive multimedia

Hilton, A., Kim, H., Kang, H-G. & Sohn, K., 2018 Oct 15, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 2122-2124 3 p. (MM 2018 - Proceedings of the 2018 ACM Multimedia Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer vision
Signal processing
Processing

Generic uniform search grid generation algorithm for far-field source localization

Lee, J., Chung, S. W., Kang, H-G. & Choi, M. S., 2018 Jan 1, In : Journal of the Acoustical Society of America. 143, 1, p. EL37-EL42

Research output: Contribution to journalArticle

far fields
grids
arrivals
distributing
Grid

Perceptual quality and modeling accuracy of excitation parameters in DLSTM-based speech synthesis systems

Song, E., Soong, F. K. & Kang, H-G., 2018 Jan 24, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 671-676 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Trajectories
Long short-term memory
Statistical Models
Deep learning
15 Citations (Scopus)

SVD-Based adaptive QIM watermarking on stereo audio signals

Hwang, M. J., Lee, J., Lee, M. & Kang, H-G., 2018 Jan 1, In : IEEE Transactions on Multimedia. 20, 1, p. 45-54 10 p.

Research output: Contribution to journalArticle

Audio watermarking
Watermarking
Singular value decomposition
Signal processing
2 Citations (Scopus)

Two electrode based healthcare device for continuously monitoring ECG and BIA signals

Shin, S. C., Lee, S., Lee, T., Lee, K., Lee, Y. S. & Kang, H-G., 2018 Apr 6, 2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018. Institute of Electrical and Electronics Engineers Inc., p. 141-144 4 p. (2018 IEEE EMBS International Conference on Biomedical and Health Informatics, BHI 2018; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electrocardiography
Electrodes
Delivery of Health Care
Equipment and Supplies
Monitoring
2017

A pitch-synchronous speech analysis and synthesis method for DNN-SPSS system

Kim, J. S., Joo, Y. S., Kang, H-G., Jang, I., Ahn, C. & Seo, J., 2017 Mar 1, Proceedings - 2016 IEEE International Conference on Digital Signal Processing, DSP 2016. Institute of Electrical and Electronics Engineers Inc., p. 408-411 4 p. 7868589. (International Conference on Digital Signal Processing, DSP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Speech analysis
Deep neural networks
5 Citations (Scopus)

Continuous bladder volume monitoring system for wearable applications

Shin, S. C., Moon, J., Kye, S., Lee, K., Lee, Y. S. & Kang, H-G., 2017 Sep 13, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4435-4438 4 p. 8037840. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric Impedance
Urinary Bladder
Equipment and Supplies
Monitoring
Smartphones
6 Citations (Scopus)

Deep bi-directional long short-term memory based speech enhancement for wind noise reduction

Lee, J., Kim, K., Shabestary, T. & Kang, H-G., 2017 Apr 10, 2017 Hands-Free Speech Communications and Microphone Arrays, HSCMA 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 41-45 5 p. 7895558. (2017 Hands-Free Speech Communications and Microphone Arrays, HSCMA 2017 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech enhancement
Noise abatement
noise reduction
augmentation
Recurrent neural networks
10 Citations (Scopus)

Effective Spectral and Excitation Modeling Techniques for LSTM-RNN-Based Speech Synthesis Systems

Song, E., Soong, F. K. & Kang, H-G., 2017 Nov 1, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 25, 11, p. 2152-2161 10 p.

Research output: Contribution to journalArticle

Speech Synthesis
Speech synthesis
Long-Term Memory
Memory Term
Recurrent neural networks

Efficient deep neural networks for speech synthesis using bottleneck features

Joo, Y. S., Jun, W. S. & Kang, H-G., 2017 Jan 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820721

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Acoustics
Linguistics
Bottles
Deep neural networks
5 Citations (Scopus)

Parametric-based non-intrusive speech quality assessment by deep neural network

Yang, H., Byun, K., Kang, H-G. & Kwak, Y., 2017 Mar 1, Proceedings - 2016 IEEE International Conference on Digital Signal Processing, DSP 2016. Institute of Electrical and Electronics Engineers Inc., p. 99-103 5 p. 7868524. (International Conference on Digital Signal Processing, DSP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Real time control
Quality of service
Speech communication
Jitter
Communication systems
2016
3 Citations (Scopus)

Improved time-frequency trajectory excitation vocoder for DNN-based speech synthesis

Song, E., Soong, F. K. & Kang, H-G., 2016 Jan 1, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 08-12-September-2016, p. 2253-2257 5 p.

Research output: Contribution to journalConference article

Speech Synthesis
Speech synthesis
Excitation
Trajectories
Neural Networks
1 Citation (Scopus)

Multi-class learning algorithm for deep neural network-based statistical parametric speech synthesis

Song, E. & Kang, H-G., 2016 Nov 28, 2016 24th European Signal Processing Conference, EUSIPCO 2016. European Signal Processing Conference, EUSIPCO, Vol. 2016-November. p. 1951-1955 5 p. 7760589

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Learning algorithms
Speech analysis
Clustering algorithms
Deep neural networks
5 Citations (Scopus)

On pre-filtering strategies for the GCC-Phat algorithm

Kang, H. G., Graczyk, M. & Skoglund, J., 2016 Oct 19, 2016 International Workshop on Acoustic Signal Enhancement, IWAENC 2016. Institute of Electrical and Electronics Engineers Inc., 7602964

Research output: Chapter in Book/Report/Conference proceedingConference contribution

cross correlation
Direction of arrival
filters
arrivals
Signal to noise ratio

Robust formant features for speaker verification in the lombard effect

Kwak, I. & Kang, H-G., 2016 Feb 19, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., p. 114-118 5 p. 7415484. (2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speaker Verification
Handheld Devices
Production Systems
Bandwidth
Vary
2015

A constrained two-layer compression technique for ECG waves

Byun, K., Song, E., Shim, H., Lim, H. & Kang, H-G., 2015 Nov 4, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 6130-6133 4 p. 7319791. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electrocardiography
Cardiac Arrhythmias
Wavelet Analysis
Reference Values
Databases
6 Citations (Scopus)

A priori SNR estimation using air- and bone-conduction microphones

Shin, H. S., Fingscheidt, T. & Kang, H-G., 2015 Nov 1, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 23, 11, p. 2015-2025 11 p.

Research output: Contribution to journalArticle

Bone Conduction
Signal-To-Noise Ratio
Microphones
microphones
Bone

Coherent channel based subband multichannel dereverberation

Lee, J., Oh, S. & Kang, H-G., 2015 Aug 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2704-2708 5 p. 7178462. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Impulse response
Measurement errors
Experiments
5 Citations (Scopus)
Speech Synthesis
Speech synthesis
Excitation
Trajectories
Neural Networks
4 Citations (Scopus)

Detection of fiducial points in ECG waves using iteration based adaptive thresholds

Kang, W., Byun, K. & Kang, H-G., 2015 Nov 4, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 2721-2724 4 p. 7318954. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2015-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electrocardiography
Cardiac Arrhythmias
Mobile devices
Databases
Computational complexity
6 Citations (Scopus)

Improved time-frequency trajectory excitation modeling for a statistical parametric speech synthesis system

Song, E., Joo, Y. S. & Kang, H-G., 2015 Aug 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4949-4953 5 p. 7178912. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2015-August).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech synthesis
Trajectories
Redundancy
Speech communication
Noise Reduction
Noise abatement
Communication Systems
Communication systems
2014
12 Citations (Scopus)

A maximum a Posterior-based reconstruction approach to speech bandwidth expansion in noise

Seo, H., Kang, H. G. & Soong, F., 2014 Jan 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 6087-6091 5 p. 6854773

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustic noise
Bandwidth
Taylor series
Decoding
Experiments
3 Citations (Scopus)

An efficient multichannel linear prediction-based blind equalization algorithm in near common zeros condition

Yang, J. M. & Kang, H. G., 2014 Mar 1, In : IEEE Signal Processing Letters. 21, 3, p. 306-310 5 p., 6717992.

Research output: Contribution to journalArticle

Blind Equalization
Blind equalization
Linear Prediction
Acoustics
Equalization
10 Citations (Scopus)

Detecting pathological speech using contour modeling of harmonic-to-noise ratio

Lee, J. W., Kim, S. & Kang, H. G., 2014 Jan 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 5969-5973 5 p. 6854749

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Health
5 Citations (Scopus)

Factored adaptation of speaker and environment using orthogonal subspace transforms

Seo, H., Kang, H-G. & Seltzer, M. L., 2014 Jan 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 3251-3255 5 p. 6854201. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Acoustics
Factorization
Factor analysis
Speech recognition
Mathematical transformations

Fixed-point implementation of MPEG-D unified speech and audio coding decoder

Song, E., Kang, H-G. & Lee, J., 2014 Jan 1, 2014 19th International Conference on Digital Signal Processing, DSP 2014. Institute of Electrical and Electronics Engineers Inc., Vol. 2014-January. p. 110-113 4 p. 6900810

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Knowledge-based manner class segmentation based on the acoustic event and landmark detection algorithm

Lee, J. I., Choi, J. Y. & Kang, H-G., 2014 Jan 1, In : IEICE Transactions on Information and Systems. E97-D, 6, p. 1682-1685 4 p.

Research output: Contribution to journalArticle

Acoustics
Speech analysis
Speech recognition
4 Citations (Scopus)

Mean normalization of power function based cepstral coefficients for robust speech recognition in noisy environment

Baek, S. & Kang, H-G., 2014 Jan 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 1735-1739 5 p. 6853895. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech recognition
Experiments
cancellation
coding
decoding
Decoding
coders
6 Citations (Scopus)

Online speech dereverberation algorithm based on adaptive multichannel linear prediction

Yang, J. M. & Kang, H-G., 2014 Mar 1, In : IEEE Transactions on Audio, Speech and Language Processing. 22, 3, p. 608-619 12 p.

Research output: Contribution to journalArticle

linear prediction
Acoustics
Reverberation
Equalizers
Microphones
Taylor series
operators
nonlinearity
speech recognition
acoustics
2013

Adaptation of HMM dynamic parameters in reverberant environment

Lee, J., Seo, H. & Kang, H-G., 2013 Jan 1, 2013 Proceedings of the 21st European Signal Processing Conference, EUSIPCO 2013. European Signal Processing Conference, EUSIPCO, 6811763. (European Signal Processing Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Covariance matrix
Reverberation
Normal distribution
Speech recognition
Splines
2 Citations (Scopus)

Adaptive multichannel linear prediction based dereverberation in time-varying room environments

Yang, J. M. & Kang, H. G., 2013 Jan 1, 2013 Proceedings of the 21st European Signal Processing Conference, EUSIPCO 2013. European Signal Processing Conference, EUSIPCO, 6811657

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Equalizers
Covariance matrix
Acoustics
Costs
26 Citations (Scopus)

An investigation of vocal tract characteristics for acoustic discrimination of pathological voices

Lee, J. W., Kang, H-G., Choi, J. Y. & Son, Y. I., 2013 Dec 4, In : BioMed Research International. 2013, 758731.

Research output: Contribution to journalArticle

Vocal Cords
Acoustics
Pathology
Vocal Cord Paralysis
Polyps
1 Citation (Scopus)
Prosody
Harmonic
Filter
Model
Speech Signal
1 Citation (Scopus)

Detecting pathological speech using local and global characteristics of harmonic-to-noise ratio

Lee, J. W., Kang, H. G., Kim, S. & Lee, Y., 2013 Dec 1, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013. 6694115

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech analysis
Feature extraction
Statistics
1 Citation (Scopus)

Enhancement of spectral clarity for HMM-based text-to-speech systems

Joo, Y. S., Jung, C. S. & Kang, H-G., 2013 Oct 18, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 7840-7843 4 p. 6639190

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hidden Markov models
Speech analysis
1 Citation (Scopus)

Refinement of landmark detection and extraction of articulator-free features for knowledge-based speech recognition

Lee, J. I., Choi, J. Y. & Kang, H-G., 2013 Jan 1, In : IEICE Transactions on Information and Systems. E96-D, 3, p. 746-749 4 p.

Research output: Contribution to journalArticle

Speech recognition
Band structure
Feature extraction

Speech enhancement for pathological voice using time-frequency trajectory excitation modeling

Song, E., Ryu, J. & Kang, H-G., 2013 Dec 1, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013. 6694125

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Speech enhancement
Trajectories
Decomposition
2 Citations (Scopus)
impairment
degradation
cognition
decoders
estimates
1 Citation (Scopus)

Vector Taylor series based HMM adaptation for generalized cepstrum in noisy environment

Baek, S. & Kang, H-G., 2013 Dec 1, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2013 - Proceedings. p. 186-191 6 p. 6707727. (2013 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Noise
Power (Psychology)
2012
2 Citations (Scopus)
phonetics
telephones
vowels
extrapolation
cues