Hyejin Won

According to our database, Hyejin Won authored at least 5 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A deep neural network approach to heart murmur detection using spectrogram and peak interval features.

Soyul Han, Taein Kang, Jungguk Lee, Narin Kim, Hyejin Won, Yeong-Hwa Kim, Wuming Gong, Il-Youp Kwak

Eng. Appl. Artif. Intell., 2024

2023

Using various pre-trained models for audio feature extraction in automated audio captioning.

Hyejin Won, Baekseung Kim, Il-Youp Kwak, Changwon Lim

Expert Syst. Appl., November, 2023

2022

Deep Learning Based Heart Murmur Detection Using Frequency-time Domain Features of Heartbeat Sounds.

Jungguk Lee, Taein Kang, Narin Kim, Soyul Han, Hyejin Won, Wuming Gong, Il-Youp Kwak

Proceedings of the Computing in Cardiology, 2022

2021

Transfer Learning followed by Transformer for Automated Audio Captioning.

Baekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Multi-prototype Morpheme Embedding for Text Classification.

Hyejin Won, Hyunyoung Lee, Seung-Shik Kang

Proceedings of the SMA 2020: The 9th International Conference on Smart Media and Applications, Jeju, Republic of Korea, September 17, 2020