Sangwook Park

Sangwook Park

Johns Hopkins University

H-index: 10

North America-United States

About Sangwook Park

Sangwook Park, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Johns Hopkins University, specializes in the field of machine learning, computational biology, signal analysis, generative model, auditory perception.

His recent articles reflect a diverse array of research interests and contributions to the field:

Biomimetic Mappings for Active Sonar Object Recognition in Clutter

A study on training DenseNet-Recurrent Neural Network for sound event detection

Method and apparatus for identifying animal species

Cross-referencing self-training network for sound event detection in audio mixtures

Time-balanced focal loss for audio event detection

Temporal coding with magnitude-phase regularization for sound event detection

Sound Event Detection with Cross-Referencing Self-Training

Self-training for sound event detection in audio mixtures

Sangwook Park Information

University

Position

PostDoc. Fellow

Citations(all)

506

Citations(since 2020)

379

Cited By

309

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

11

i10Index(since 2020)

8

Email

University Profile Page

Johns Hopkins University

Google Scholar

View Google Scholar Profile

Sangwook Park Skills & Research Interests

machine learning

computational biology

signal analysis

generative model

auditory perception

Top articles of Sangwook Park

Title

Journal

Author(s)

Publication Date

Biomimetic Mappings for Active Sonar Object Recognition in Clutter

Sangwook Park

Angeles Salles

Kathryne Allen

Cynthia Moss

Mounya Elhilali

2024/4/14

A study on training DenseNet-Recurrent Neural Network for sound event detection

The Journal of the Acoustical Society of Korea

Hyeonjin Cha

Sangwook Park

2023/9/30

Method and apparatus for identifying animal species

2023/11/28

Cross-referencing self-training network for sound event detection in audio mixtures

IEEE transactions on multimedia

Sangwook Park

David K Han

Mounya Elhilali

2022/5/27

Time-balanced focal loss for audio event detection

Sangwook Park

Mounya Elhilali

2022/5/23

Temporal coding with magnitude-phase regularization for sound event detection

Sangwook Park

Sandeep Reddy Kothinti

Mounya Elhilali

2022

Sound Event Detection with Cross-Referencing Self-Training

Sangwook Park

Woohyun Choi

Mounya Elhilali

2021/7

Self-training for sound event detection in audio mixtures

Sangwook Park

Ashwin Bellur

David K Han

Mounya Elhilali

2021/6/6

Natural statistics as inference principles of auditory tuning in biological and artificial midbrain networks

eneuro

Sangwook Park

Angeles Salles

Kathryne Allen

Cynthia F Moss

Mounya Elhilali

2021/5/1

Multi-band CNN architecture using adaptive frequency filter for acoustic event classification

Applied Acoustics

Donghyeon Kim

Sangwook Park

David K Han

Hanseok Ko

2021/1/15

Effect of background clutter on neural discrimination in the bat auditory midbrain

Journal of neurophysiology

Kathryne M Allen

Angeles Salles

Sangwook Park

Mounya Elhilali

Cynthia F Moss

2021/11/1

Neural response selectivity to natural sounds in the bat midbrain

Neuroscience

Angeles Salles

Sangwook Park

Harshavardhan Sundar

Silvio Macías

Mounya Elhilali

...

2020/5/10

Orthogonal gradient penalty for fast training of wasserstein gan based multi-task autoencoder toward robust speech recognition

IEICE TRANSACTIONS on Information and Systems

Chao-Yuan Kao

Sangwook Park

Alzahra Badi

David K Han

Hanseok Ko

2020/5/1

Amphibian Sounds Generating Network based on Adversarial Learning

IEEE Signal Processing Letters

Sangwook Park

Mounya Elhilali

David Han

Hanseok Ko

2020/4/20

Correlation distance skip connection denoising autoencoder (CDSK-DAE) for speech feature enhancement

Applied Acoustics

Alzahra Badi

Sangwook Park

David K Han

Hanseok Ko

2020/6/1

See List of Professors in Sangwook Park University(Johns Hopkins University)

Co-Authors

H-index: 34
Hanseok Ko

Hanseok Ko

Korea University

H-index: 32
Mounya Elhilali

Mounya Elhilali

Johns Hopkins University

H-index: 25
David Han

David Han

Drexel University

H-index: 9
Angeles (Angie) Salles

Angeles (Angie) Salles

Johns Hopkins University

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