• 669 Citations
  • 12 h-Index
19962020

Research output per year

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Research Output

2020

Effective Emotion Transplantation in an End-to-End Text-to-Speech System

Joo, Y. S., Bae, H., Kim, Y. I., Cho, H. Y. & Kang, H. G., 2020, In : IEEE Access. 8, p. 161713-161719 7 p., 9186605.

Research output: Contribution to journalArticle

Open Access

Perfect Match: Self-Supervised Embeddings for Cross-Modal Retrieval

Chung, S. W., Chung, J. S. & Kang, H. G., 2020 Mar, In : IEEE Journal on Selected Topics in Signal Processing. 14, 3, p. 568-576 9 p., 9067055.

Research output: Contribution to journalArticle

Survey of speech enhancement supported by a bone conduction microphone

Shin, H. S., Kang, H. G. & Fingscheidt, T., 2020, Sprachkommunikation - 10. ITG-Fachtagung. VDE Verlag GmbH, p. 47-50 4 p. (Sprachkommunikation - 10. ITG-Fachtagung).

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

2019
2 Citations (Scopus)

An effective style token weight control technique for end-to-end emotional speech synthesis

Kwon, O., Jang, I., Ahn, C. H. & Kang, H. G., 2019 Sep, In : IEEE Signal Processing Letters. 26, 9, p. 1383-1387 5 p., 8778667.

Research output: Contribution to journalArticle

1 Citation (Scopus)

A study on acoustic parameter selection strategies to improve deep learning-based speech synthesis

Kang, H., Joo, Y. S., Jang, I., Ahn, C. & Kang, H. G., 2019 Nov, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 618-622 5 p. 9023146. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).

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

Determination of representative emotional style of speech based on k-means algorithm

Oh, S., Um, S. Y., Jang, I., Ahn, C. H. & Kang, H. G., 2019, In : Journal of the Acoustical Society of Korea. 38, 5, p. 614-620 7 p.

Research output: Contribution to journalArticle

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
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

3 Citations (Scopus)

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

ExcitNet vocoder: A neural excitation model for parametric speech synthesis systems

Song, E., Byun, K. & Kang, H. G., 2019 Sep, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

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

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

1 Citation (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

7 Citations (Scopus)
2018

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

5 Citations (Scopus)
3 Citations (Scopus)

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

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

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

4 Citations (Scopus)

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

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

2 Citations (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

1 Citation (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

7 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

35 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

3 Citations (Scopus)
2017

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

7 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

7 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

20 Citations (Scopus)

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. (2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016).

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

1 Citation (Scopus)
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

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

Song, E., Soong, F. K. & Kang, H. G., 2016, 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

4 Citations (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, p. 1951-1955 5 p. 7760589. (European Signal Processing Conference; vol. 2016-November).

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

1 Citation (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. (2016 International Workshop on Acoustic Signal Enhancement, IWAENC 2016).

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

8 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

8 Citations (Scopus)

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

1 Citation (Scopus)
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

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

9 Citations (Scopus)

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

7 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

5 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

7 Citations (Scopus)
2014

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

Seo, H., Kang, H. G. & Soong, F., 2014, 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

16 Citations (Scopus)

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

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

Research output: Contribution to journalArticle

3 Citations (Scopus)

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

Lee, J. W., Kim, S. & Kang, H. G., 2014, 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. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

12 Citations (Scopus)

Factored adaptation of speaker and environment using orthogonal subspace transforms

Seo, H., Kang, H. G. & Seltzer, M. L., 2014, 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

5 Citations (Scopus)

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

Song, E., Kang, H. G. & Lee, J., 2014, 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

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

Baek, S. & Kang, H. G., 2014, 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

4 Citations (Scopus)