Search Results - "Soonil, Kwon"

A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition by Mustaqeem, Kwon, Soonil

“…Speech is the most significant mode of communication among human beings and a potential method for human-computer interaction (HCI) by using a microphone…”
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MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach by Mustaqeem, Kwon, Soonil

“…•A lightweight model using a one-dimensional CNN for real-time SER system is proposed.•A multi-learning trick (MLT) is proposed for utilizing UFLBs, and…”
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Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features by Anvarjon, Tursunov, Mustaqeem, Kwon, Soonil

“…Artificial intelligence (AI) and machine learning (ML) are employed to make systems smarter. Today, the speech emotion recognition (SER) system evaluates the…”
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Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM by Mustaqeem, Sajjad, Muhammad, Kwon, Soonil

“…Emotional state recognition of a speaker is a difficult task for machine learning algorithms which plays an important role in the field of speech emotion…”
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CLSTM: Deep Feature-Based Speech Emotion Recognition Using the Hierarchical ConvLSTM Network by Mustaqeem, Kwon, Soonil

“…Artificial intelligence, deep learning, and machine learning are dominant sources to use in order to make a system smarter. Nowadays, the smart speech emotion…”
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Short-Term Energy Forecasting Framework Using an Ensemble Deep Learning Approach by Mustaqeem, Ishaq, Muhammad, Kwon, Soonil

“…Industrial and building sectors demand efficient smart energy strategies, techniques of optimization, and efficient management for reducing global energy…”
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Risk factors for onset or progression of epiretinal membrane after cataract surgery by Kwon, Soonil, Kim, Boyun, Jeon, Sohee

“…While the precise diagnosis of early stage epiretinal membrane (ERM) at the time of cataract surgery and evaluation of risk factors for development or…”
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Age and Gender Recognition Using a Convolutional Neural Network with a Specially Designed Multi-Attention Module through Speech Spectrograms by Tursunov, Anvarjon, Mustaqeem, Choeh, Joon Yeon, Kwon, Soonil

“…Speech signals are being used as a primary input source in human-computer interaction (HCI) to develop several applications, such as automatic speech…”
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Classification of Heart Sound Signal Using Multiple Features by Yaseen, Son, Gui-Young, Kwon, Soonil

“…Cardiac disorders are critical and must be diagnosed in the early stage using routine auscultation examination with high precision. Cardiac auscultation is a…”
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Deep features-based speech emotion recognition for smart affective services by Badshah, Abdul Malik, Rahim, Nasir, Ullah, Noor, Ahmad, Jamil, Muhammad, Khan, Lee, Mi Young, Kwon, Soonil, Baik, Sung Wook

“…Emotion recognition from speech signals is an interesting research with several applications like smart healthcare, autonomous voice response systems,…”
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Influence of mild non-foveal involving epiretinal membrane on visual quality in eyes with multifocal intraocular lens implantation by Kim, Boyun, Kwon, Soonil, Choi, Ayoung, Jeon, Sohee

“…Purpose To determine the influence of mild non-foveal involving epiretinal membrane (ERM) on visual outcome in eyes with multifocal intraocular lens (MIOL)…”
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Alterations in optical coherence tomography angiography parameters after cataract surgery in patients with diabetes by Kim, Jinsoo, Kim, Seonggyun, Borrelli, Enrico, Park, Min Seon, Cho, Bum-Joo, Kwon, Soonil

“…This prospective study aimed to investigate microvascular changes in diabetic patients undergoing cataract surgery. Foveal avascular zone (FAZ) area, as well…”
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Comparison of outcomes between modified double-flanged sutureless scleral fixation and conventional sutured scleral fixation by Kim, Jinsoo, Lee, Phil Young, Park, Min Seon, Cho, Bum-Joo, Kwon, Soonil

“…This retrospective study aimed to compare the outcomes of modified double-flanged sutureless scleral fixation versus sutured scleral fixation. Medical records…”
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Risk factors associated with progression of diabetic retinopathy in eyes treated with panretinal photocoagulation by Baek, Sung Uk, Park, Min Seon, Cho, Bum-Joo, Park, In Won, Kwon, Soonil

“…Uncontrolled diabetes has been associated with progression of diabetic retinopathy (DR) in several studies. Therefore, we aimed to investigate systemic and…”
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Sphingosine-1-phosphate expression in human epiretinal membranes by Kim, Minho, Kwon, Soonil, Jeon, Sohee, Jung, Byung Ju, Kim, Kyu Seop

“…The abnormal posterior vitreous detachment (PVD) is speculated as an important mechanism of the development of the epiretinal membrane (ERM). However, there is…”
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Diurnal change of retinal vessel density related to hemodynamic variation in treatment-naïve low-teens normal-tension glaucoma by Baek, Sung Uk, Kwon, Soonil, Kim, Young Kook, Jeoung, Jin Wook, Park, Ki Ho

“…This study undertook to investigate the diurnal variation of optical coherence tomography angiography (OCTA) -derived retinal vessel density (RVD) in glaucoma…”
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Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study by Kwon, Soonil, Hong, Joonki, Choi, Eue-Keun, Lee, Euijae, Hostallero, David Earl, Kang, Wan Ju, Lee, Byunghwan, Jeong, Eui-Rim, Koo, Bon-Kwon, Oh, Seil, Yi, Yung

“…Wearable devices have evolved as screening tools for atrial fibrillation (AF). A photoplethysmographic (PPG) AF detection algorithm was developed and applied…”
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Correction: Three-Day Monitoring of Adhesive Single-Lead Electrocardiogram Patch for Premature Ventricular Complex: Prospective Study for Diagnosis Validation and Evaluation of Burden Fluctuation by Ahn, Hyo-Jeong, Choi, Eue-Keun, Lee, So-Ryoung, Kwon, Soonil, Song, Hee-Seok, Lee, Young-Shin, Oh, Seil

“…[This corrects the article DOI: 10.2196/46098.]…”
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Gravity influences bevacizumab distribution in an undisturbed balanced salt solution in vitro by Kim, Rae Young, Kwon, Soonil, Ra, Ho

“…The effects of gravity on bevacizumab or the recommended head position after intraocular bevacizumab injection have not been reported. To evaluate the effect…”
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Association between exercise habits and stroke, heart failure, and mortality in Korean patients with incident atrial fibrillation: A nationwide population-based cohort study by Ahn, Hyo-Jeong, Lee, So-Ryoung, Choi, Eue-Keun, Han, Kyung-Do, Jung, Jin-Hyung, Lim, Jae-Hyun, Yun, Jun-Pil, Kwon, Soonil, Oh, Seil, Lip, Gregory Y. H

“…Background There is a paucity of information about cardiovascular outcomes related to exercise habit change after a new diagnosis of atrial fibrillation (AF)…”
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