International Journals

Minseung Kim, Sein Cheong, Hyungchan Song, and Jong Won Shin, “Improved Speech Spatial Covariance Matrix Estimation for Online Multi-Microphone Speech Enhancement” Sensors, no. 23: 111, Dec. 2022. [download]
Hyungchan Song, Minseung Kim, and Jong Won Shin, “Speech Enhancement using MLP-based Architecture with Convolutional Token Mixing Module and Squeeze-and-Excitation Network”, IEEE Access, vol. 10, pp. 119283 – 119289, Nov. 2022. [download]
Soojoong Hwang, Eunkyun Lee, Inseon Jang and Jong Won Shin, “Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation,” in IEEE Signal Processing Letters, vol. 29, pp. 2003-2007, Sep. 2022. [download]
Soojoong Hwang, Minseung Kim, and Jong Won Shin, “Dual microphone speech enhancement based on statistical modeling of interchannel phase difference,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 30, pp. 2865-2874 Aug. 2022. [download]
Hansol Kim, Kyeongmuk Kang, and Jong Won Shin, “Factorized MVDR Deep Beamforming for Multi-Channel Speech Enhancement,” IEEE Signal Processing Letters, vol. 29, pp. 1898-1902, Aug. 2022. [download]
Minseung Kim and Jong Won Shin, “Improved Speech Enhancement Considering Speech PSD Uncertainty,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 30, pp. 1939-1951 Jun. 2022. [download]
Soojoong Hwang, Youngju Cheon, Sangwook HAN, Inseon Jang, and Jong Won Shin, “Enhancement of Coded Speech Using Neural Network-Based Side Information,” IEEE Access, vol. 9, pp. 121532-121540, Aug. 2021. [download]
Jaeuk Byun and Jong Won Shin, “Monaural Speech Separation Using Speaker Embedding from Preliminary Separation,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 29, pp. 2753-2763, Aug. 2021. [download]
Youngdo Ahn, Sung Joo Lee, and Jong Won Shin, “Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation,” IEEE Signal Processing Letters, vol. 28, pp. 1190-1194, Jun. 2021. [download]
Hansol Kim and Jong Won Shin, “Target exaggeration for deep learning-based speech enhancement,” Digital Signal Processing, vol. 116, p. 103109, 2021. [download]
Hansol Kim and Jong Won Shin, “Dual-Mic Speech Enhancement Based on TF-GSC with Leakage Suppression and Signal Recovery,” Applied Sciences, no. 11: 2816, Mar. 2021. [download]
Hyungchan Song and Jong Won Shin, “Residual Echo Suppression Considering Harmonic Distortion and Temporal Correlation,” Applied Sciences, no. 10: 5291, July. 2020. [download]
Eesung Kim, Hyungchan Song, and Jong Won Shin, “Affective Latent Representation of Acoustic and Lexical Features for Emotion Recognition,” Sensors, no. 20: 2614, May. 2020. [download]
Jaeuk Byun and Jong Won Shin, “Initialization for NMF-based Audio Source Separation Using Priors on Encoding Vectors,” China Communications, vol. 16, pp. 177-186, Sep. 2019. [download]
Junhyeong Pak and Jong Won Shin, “Sound localization based on phase difference enhancement using deep neural networks,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 27, no. 8, pp. 1335-1345, Aug. 2019. [download]
Soojoong Hwang, Yu Gwang Jin, and Jong Won Shin, “Dual Microphone Voice Activity Detection Based on Reliable Spatial Cues,” Sensors, no. 14: 3056, Jul. 2019. [download] [demo]
Kisoo Kwon, Jong Won Shin, and Nam Soo Kim, “Incremental basis estimation adopting global k-means algorithm for NMF-based noise reduction,” Applied Acoustics, vol. 129, pp. 277-283, Jan. 2018. [download]
Tae Gyoon Kang, Jong Won Shin, and Nam Soo Kim, “DNN-Based Monaural Speech Enhancement with Temporal and Spectral Variations Equalization,” Digital Signal Processing, 2018. [download] [demo]
Junhyeong Pak, Inyong Choi, Yu Gwang Jin, and Jong Won Shin, “Multichannel speech reinforcement based on binaural unmasking,” Signal Processing, vol. 139, pp. 165–172, Oct. 2017. [download]
Yu Gwang Jin, Jong Won Shin, and Nam Soo Kim, “Decision-directed speech power spectral density matrix estimation for multichannel speech enhancement,” JASA Express Letters, vol. 141, issue 3, pp. EL228-EL233, Feb. 2017. [download]
Jaehoon Park, Yu Gwang Jin, Soojoong Hwang, and Jong Won Shin, “Dual microphone voice activity detection exploiting interchannel time and level differences,” IEEE Signal Processing Letters, vol. 23, no. 10, pp. 1335-1339, Oct. 2016. [download]
Kisoo Kwon, Jong Won Shin, and Nam Soo Kim, “Target source separation based on discriminative nonnegative matrix factorization incorporating cross-reconstruction error,” IEICE Transactions on Information and Systems, vol.E98-D, no.11, pp.-, Nov. 2015. [download]
Kisoo Kwon, Jong Won Shin, and Nam Soo Kim, “NMF-based speech enhancement using bases update,” IEEE Signal Processing Letters, vol.22, no. 4, pp. 450-454, Apr. 2015. [download]
Tae Gyoon Kang, Kisoo Kwon, Jong Won Shin, and Nam Soo Kim, “NMF-based target source separation using deep neural network,” IEEE Signal Processing Letters, vol. 22, no. 2, pp. 229-233, Feb. 2015. [download]
Yu Gwang Jin, Jong Won Shin, and Nam Soo Kim, “Spectro-temporal filtering for multichannel speech enhancement in short-time Fourier transform domain,” IEEE Signal Processing Letters, vol. 21, no. 3, pp. 352-355, Mar. 2014. [download]
Chul Min Lee, Jong Won Shin, and Nam Soo Kim, “Stereophonic acoustic echo suppression incorporating spectro-temporal correlations,” IEEE Signal Processing Letters, vol.21, no.3, pp. 316-320, Mar. 2014. [download]
Jong-Woong Kim, Joon-Hyuk Chang, Sang Won Nam, Dong Kook Kim, and Jong Won Shin, “Improved speech-presence uncertainty estimation based on spectral gradient for global soft decision-based speech enhancement,” IEICE Transactions Fundamentals, vol. E96-A, no.10, pp. 2025-2028, Oct. 2013. [download]
Dong Kook Kim, Jong Won Shin, and Joon-Hyuk Chang, “Enhanced voice activity detection in kernel subspace domain”, JASA Express Letters, vol. 134, issue 1, pp. EL70-EL76, Jun. 2013. [download]
Jong Won Shin, Joon-Hyuk Chang, and Nam Soo Kim, “Voice activity detection based on statistical models and machine learning approaches,” Computer Speech & Language, vol. 24, no. 3, pp. 515-530, Jun. 2010. [download]
Q-Haing Jo, Joon-Hyuk Chang, Jong Won Shin, and Nam Soo Kim, “Statistical model-based voice activity detection using support vector machine,” IET Signal Processing, vol. 3, no. 3, May 2009. [download]
Jong Won Shin, Hyuk Jin Kwon, Suk Ho Jin, and Nam Soo Kim, “Voice activity detection based on conditional MAP criterion,” IEEE Signal Processing Letters, vol. 15, pp. 257-260, Feb. 2008. [download]
Jong Won Shin, and Nam Soo Kim, “Perceptual reinforcement of speech signal based on partial specific loudness,” IEEE Signal Processing Letters, vol. 14, no. 11, pp. 887-890, Nov. 2007. [download]
Jong Won Shin, Joon-Hyuk Chang, and Nam Soo Kim, “Speech enhancement based on perceptually comfortable residual noise,” IEICE Transactions on Communications, vol. E90-B, no. 11, pp. 3323-3326, Nov. 2007. [download]
Jong Won Shin, Joon-Hyuk Chang, and Nam Soo Kim, “Voice activity detection based on a family of parametric distributions,” Pattern Recognition Letters, vol. 28, pp. 1295-1299, Aug. 2007. [download]
Jong Won Shin, and Nam Soo Kim, “Signal modification for ADPCM based on analysis-by-synthesis framework,” IEEE Signal Processing Letters, vol. 13, no. 3, pp. 177-179, Mar. 2006. [download]
Joon-Hyuk Chang, Jong Won Shin, Nam Soo Kim, and Sanjit K. Mitra, “Image probability distribution based on generalized gamma function,” IEEE Signal Processing Letters, vol. 12, no. 4, pp. 325-328, Apr. 2005. [download]
Jong Won Shin, Joon-Hyuk Chang, and Nam Soo Kim, “Statistical modeling of speech signals based on generalized gamma distribution,” IEEE Signal Processing Letters, vol. 12, no. 3, pp. 258-261, Mar. 2005. [download]
Joon-Hyuk Chang, Jong Won Shin, and Nam Soo Kim, “Voice activity detector employing generalised Gaussian distribution,” Electronics Letters, vol. 40, no. 24, pp. 1561-1562, Nov. 2004. [download]

Domestic Journals

김민승, 신종원, “음향학적 반향 제거를 위한 IP-INLMS 알고리즘,” 한국통신학회논문지, 제 45권, 2호 PP. 444 ~ 448, 2020년 2월.
김동국, 신종원, “비지도 특징학습을 위한 커널 기반 제한된 볼츠만 머신”, 한국통신학회논문지, 제 44권, 9호 PP. 1633 ~ 1640, 2019년 9월
변재욱, 김한솔, 박미랑, 신종원, “기계 학습 모델에 기반한 형량 예측 시스템 연구”, 한국범죄학, 제 12권, 1호, pp. 3-177, 2018년 4월.
김동국, 신종원, 권기수, 김남수, “확률적 비음수 행렬 인수분해를 사용한 통계적음성검출기법”, 한국통신학회논문지, 제41권, 2호 PP. 851 ~ 858, 2016년 8월.
박준형, 신종원, “라우드니스 복원에 기반한 잡음 환경에서의 오디오 청취 향상,” 대한전자공학회 논문지, 제 50권, 12호, pp. 3148-3154, 2013년 12월.