Soonil Kwon

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Dependent Features

Emotion Recognition

Specially Designed

Top Venues

Expert Syst. Appl.

Int. J. Intell. Syst.

Publications

Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El-Saddik, Soonil Kwon
MSER: Multimodal speech emotion recognition using cross-attention with deep fusion. Expert Syst. Appl. 245 (2024)
Donghwan Yun, Hyun-Lim Yang, Soonil Kwon, So-Ryoung Lee, Kyungju Kim, Kwangsoo Kim, Hyung-Chul Lee, Chul-Woo Jung, Yon Su Kim, Seung Seok Han
Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture. J. Am. Medical Informatics Assoc. 31 (1) (2023)
Muhammad Ishaq, Mustaqeem Khan, Soonil Kwon
TC-Net: A Modest & Lightweight Emotion Recognition System Using Temporal Convolution Network. Comput. Syst. Sci. Eng. 46 (3) (2023)
Mustaqeem, Soonil Kwon
MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach. Expert Syst. Appl. 167 (2021)
Soonil Kwon, So-Ryoung Lee, Eue-Keun Choi, Hyo-Jeong Ahn, Hee-Seok Song, Young-Shin Lee, Seil Oh
Validation of Adhesive Single-Lead ECG Device Compared with Holter Monitoring among Non-Atrial Fibrillation Patients. Sensors 21 (9) (2021)
Mustaqeem, Soonil Kwon
Optimal feature selection based speech emotion recognition using two-stream deep convolutional neural network. Int. J. Intell. Syst. 36 (9) (2021)
Mustaqeem, Muhammad Ishaq, Soonil Kwon
Short-Term Energy Forecasting Framework Using an Ensemble Deep Learning Approach. IEEE Access 9 (2021)
Tursunov Anvarjon, Mustaqeem, Joon Yeon Choeh, Soonil Kwon
Age and Gender Recognition Using a Convolutional Neural Network with a Specially Designed Multi-Attention Module through Speech Spectrograms. Sensors 21 (17) (2021)
Jangwon Suh, Jimyeong Kim, Eunjung Lee, Jaeill Kim, Duhun Hwang, Jungwon Park, Junghoon Lee, JaeSeung Park, Seo-Yoon Moon, Yeonsu Kim, Min Kang, Soonil Kwon, Eue-Keun Choi, Wonjong Rhee
Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities. CinC (2021)
Mustaqeem, Soonil Kwon
Att-Net: Enhanced emotion recognition system using lightweight self-attention module. Appl. Soft Comput. 102 (2021)
Mustaqeem, Muhammad Sajjad, Soonil Kwon
Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM. IEEE Access 8 (2020)
Mustaqeem, Soonil Kwon
A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition. Sensors 20 (1) (2020)
Junghyun Heo, Jeong Jik Lee, Soonil Kwon, Boram Kim, Sung-Oh Hwang, Young-Ro Yoon
A novel method for detecting ST segment elevation myocardial infarction on a 12-lead electrocardiogram with a three-dimensional display. Biomed. Signal Process. Control. 56 (2020)
Tursunov Anvarjon, Mustaqeem, Soonil Kwon
Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features. Sensors 20 (18) (2020)
Shin-ae Yoon, Guiyoung Son, Soonil Kwon
Fear emotion classification in speech by acoustic and behavioral cues. Multim. Tools Appl. 78 (2) (2019)
Guiyoung Son, Soonil Kwon, Neungsoo Park
Gender Classification Based on the Non-Lexical Cues of Emergency Calls with Recurrent Neural Networks (RNN). Symmetry 11 (4) (2019)
Soonil Kwon, Sung-Jae Kim, Joon Yeon Choeh
Preprocessing for elderly speech recognition of smart devices. Comput. Speech Lang. 36 (2016)
Soonil Kwon, Joon Yeon Choeh, Jong-Weon Lee
User-Personality Classification Based on the Non-Verbal Cues from Spoken Conversations. Int. J. Comput. Intell. Syst. 6 (4) (2013)
Soonil Kwon
Voice-Driven Sound Effect Manipulation. Int. J. Hum. Comput. Interact. 28 (6) (2012)
Soonil Kwon, Laehyun Kim
Sound sketching via voice. ICUIMC (2011)
Soonil Kwon
Focused word spotting in spoken Korean based on fundamental frequency. IEICE Electron. Express 8 (14) (2011)
Yuri Choi, Soonil Kwon, Yong Ho Kim
Le salon de récurrence. ACM Multimedia (2008)
Soonil Kwon
Speaker Segmentation for Intelligent Responsive Space. HCI (3) (2007)
Soonil Kwon, Shrikanth S. Narayanan
Robust speaker identification based on selective use of feature vectors. Pattern Recognit. Lett. 28 (1) (2007)
Carlos Busso, Sergi Hernanz, Chi-Wei Chu, Soonil Kwon, Sung Lee, Panayiotis G. Georgiou, Isaac Cohen, Shrikanth S. Narayanan
Smart room: participant and speaker localization and identification. ICASSP (2) (2005)
Soonil Kwon, Shrikanth S. Narayanan
Speaker model quantization for unsupervised speaker indexing. INTERSPEECH (2004)
Soonil Kwon, Shrikanth S. Narayanan
A method for on-line speaker indexing using generic reference models. INTERSPEECH (2003)
Soonil Kwon, Shrikanth S. Narayanan
Speaker change detection using a new weighted distance measure. INTERSPEECH (2002)