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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
1 Citation (Scopus)

Emotional Speech Synthesis Based on Style Embedded Tacotron2 Framework

Kwon, O., Jang, I., Ahn, C. & Kang, H. G., 2019 Jun, 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, 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
1 Citation (Scopus)

Gradient-based Active Learning Query Strategy for End-to-end Speech Recognition

Yuan, Y., Chung, S. W. & Kang, H. G., 2019 May, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2832-2836 5 p. 8683089. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Speech recognition
Supervised learning
Labeling
Experiments
Neural networks

Parameter enhancement for MELP speech codec in noisy communication environment

Hwang, M. J. & Kang, H. G., 2019 Jan 1, In : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2019-September, p. 3391-3395 5 p.

Research output: Contribution to journalConference article

Speech enhancement
Linear Prediction
Enhancement
Excitation
Speech Enhancement
3 Citations (Scopus)

Perfect Match: Improved Cross-modal Embeddings for Audio-visual Synchronisation

Chung, S. W., Chung, J. S. & Kang, H. G., 2019 May, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3965-3969 5 p. 8682524. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

Synchronization
Speech recognition
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
1 Citation (Scopus)

Deep learning-based speech presence probability estimation for noise PSD estimation in single-channel speech enhancement

Yang, H., Choe, S., Kim, K. & Kang, H. G., 2018 Jun 4, 2018 International Conference on Signals and Systems, ICSigSys 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 267-270 4 p. (2018 International Conference on Signals and Systems, ICSigSys 2018 - Proceedings).

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

Speech enhancement
Power spectral density
learning
Noise
Learning
2 Citations (Scopus)

Dnn-Based Wireless Positioning in an Outdoor Environment

Lee, J. Y., Eom, C., Kwak, Y., Kang, H. G. & Lee, C., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3799-3803 5 p. 8462098. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Base stations
Mobile phones
Deep learning
Communication

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
2 Citations (Scopus)

Modeling-By-Generation-Structured Noise Compensation Algorithm for Glottal Vocoding Speech Synthesis System

Hwang, M. J., Song, E., Byun, K. & Kang, H. G., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5669-5673 5 p. 8461606. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

Speech synthesis
Compensation and Redress
Deep learning
1 Citation (Scopus)

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., p. 671-676 6 p. (2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings; vol. 2018-January).

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

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

Phase-sensitive joint learning algorithms for deep learning-based speech enhancement

Lee, J., Skoglund, J., Shabestary, T. & Kang, H. G., 2018 Aug, In : IEEE Signal Processing Letters. 25, 8, p. 1276-1280 5 p.

Research output: Contribution to journalArticle

Speech Enhancement
Speech enhancement
Learning algorithms
Masks
Learning Algorithm
22 Citations (Scopus)

SVD-Based adaptive QIM watermarking on stereo audio signals

Hwang, M. J., Lee, J., Lee, M. & Kang, H. G., 2018 Jan, 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
6 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
14 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, 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
2016

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., 2016 Jul 2, 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; vol. 0).

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

Speech synthesis
Speech analysis
Deep neural networks
4 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
7 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
7 Citations (Scopus)

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

Yang, H., Byun, K., Kang, H. G. & Kwak, Y., 2016 Jul 2, 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; vol. 0).

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

Real time control
Quality of service
Speech communication
Jitter
Communication systems

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
6 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
7 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
14 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. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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
11 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., p. 110-113 4 p. 6900810. (International Conference on Digital Signal Processing, DSP; vol. 2014-January).

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 Jun, 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. (European Signal Processing Conference).

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

Equalizers
Covariance matrix
Acoustics
Costs
27 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