Soonil Kwon

Orcid: 0000-0001-5451-8815

According to our database1, Soonil Kwon authored at least 33 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
MSER: Multimodal speech emotion recognition using cross-attention with deep fusion.
Expert Syst. Appl., 2024

Visual interpretation of deep learning model in ECG classification: A comprehensive evaluation of feature attribution methods.
Comput. Biol. Medicine, 2024

2023
Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture.
J. Am. Medical Informatics Assoc., December, 2023

TC-Net: A Modest & Lightweight Emotion Recognition System Using Temporal Convolution Network.
Comput. Syst. Sci. Eng., 2023

2021
Validation of Adhesive Single-Lead ECG Device Compared with Holter Monitoring among Non-Atrial Fibrillation Patients.
Sensors, 2021

Age and Gender Recognition Using a Convolutional Neural Network with a Specially Designed Multi-Attention Module through Speech Spectrograms.
Sensors, 2021

Optimal feature selection based speech emotion recognition using two-stream deep convolutional neural network.
Int. J. Intell. Syst., 2021

MLT-DNet: Speech emotion recognition using 1D dilated CNN based on multi-learning trick approach.
Expert Syst. Appl., 2021

Att-Net: Enhanced emotion recognition system using lightweight self-attention module.
Appl. Soft Comput., 2021

Short-Term Energy Forecasting Framework Using an Ensemble Deep Learning Approach.
IEEE Access, 2021

Learning ECG Representations for Multi-Label Classification of Cardiac Abnormalities.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
A CNN-Assisted Enhanced Audio Signal Processing for Speech Emotion Recognition.
Sensors, 2020

Deep-Net: A Lightweight CNN-Based Speech Emotion Recognition System Using Deep Frequency Features.
Sensors, 2020

A novel method for detecting ST segment elevation myocardial infarction on a 12-lead electrocardiogram with a three-dimensional display.
Biomed. Signal Process. Control., 2020

Clustering-Based Speech Emotion Recognition by Incorporating Learned Features and Deep BiLSTM.
IEEE Access, 2020

2019
Gender Classification Based on the Non-Lexical Cues of Emergency Calls with Recurrent Neural Networks (RNN).
Symmetry, 2019

Fear emotion classification in speech by acoustic and behavioral cues.
Multim. Tools Appl., 2019

Deep features-based speech emotion recognition for smart affective services.
Multim. Tools Appl., 2019

Movie scene segmentation using object detection and set theory.
Int. J. Distributed Sens. Networks, 2019

2018
Determining speaker attributes from stress-affected speech in emergency situations with hybrid SVM-DNN architecture.
Multim. Tools Appl., 2018

2016
Preprocessing for elderly speech recognition of smart devices.
Comput. Speech Lang., 2016

Gender Identification using MFCC for Telephone Applications - A Comparative Study.
CoRR, 2016

2013
User-Personality Classification Based on the Non-Verbal Cues from Spoken Conversations.
Int. J. Comput. Intell. Syst., 2013

2012
Voice-Driven Sound Effect Manipulation.
Int. J. Hum. Comput. Interact., 2012

2011
Focused word spotting in spoken Korean based on fundamental frequency.
IEICE Electron. Express, 2011

Sound sketching via voice.
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication, 2011

2008
Le salon de récurrence.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

2007
Robust speaker identification based on selective use of feature vectors.
Pattern Recognit. Lett., 2007

Speaker Segmentation for Intelligent Responsive Space.
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007

2005
Smart room: participant and speaker localization and identification.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
Speaker model quantization for unsupervised speaker indexing.
Proceedings of the 8th International Conference on Spoken Language Processing, 2004

2003
A method for on-line speaker indexing using generic reference models.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Speaker change detection using a new weighted distance measure.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002


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