Jinhui Chen

Profile Information

Affiliation: 准教授, 地域創生学部, 県立広島大学

Degree: 修士（工学）(神戸大学)
博士（工学）(神戸大学)

researchmap Member ID: 7000017333

External link: https://www.jinhuichen.com

Research Interests

Research Areas

Research History

Apr, 2020 - Present

Associate Professor, Faculty of Regional Development, Prefectural University of Hiroshima
Apr, 2020 - Present

Research Fellow, Research Institute for Economics and Business Administration, Kobe University
Jul, 2016 - Mar, 2020

Assistant Professor, Center for Computational Social Science (CCSS), Kobe University
Mar, 2016 - Jun, 2016

Research Institute for Economics and Business Administration, Kobe University

Education

Apr, 2013 - Mar, 2016

Ph.D (Kobe Univ.)

Papers

Speaker-Independent Emotional Voice Conversion via Disentangled Representations（accepted）

Xunquan Chen, Takashi Kamihigashi, Jinhui Chen, Tetsuya Takiguchi, Edwin R. Hancock

IEEE Trans. Multimedia, Nov, 2022 Corresponding author
Towards Natural Emotional Voice Conversion with Novel Attention Module

陳訓泉, 陳金輝, 高島遼一, 滝口哲也

日本音響学会誌ー2022年秋季研究発表会講演論文集, Sep, 2022
Direction of Arrival Estimation for Indoor Environments Based on Acoustic Composition Model with a Single Microphone

Xuexin Xu, Xunquan Chen, Jinhui Chen, Zhihong Zhang, Tetsuya Takiguchi, Edwin R. Hancock

Pattern Recognition,, Volume 129 108715~, Sep, 2022 Peer-reviewed
Phoneme-guided Dysarthric Speech Conversion With Non-parallel Data by Joint Training

Xunquan Chen, Atsuki Oshiro, Jinhui Chen, Ryoichi Takashima, Tetsuya Takiguchi

Signal, Image and Video Processing, 2022(16) 1641-1648, Sep, 2022 Peer-reviewed
少数データを用いたGANの適応的クロスドメイン画像生成

大城明津輝, 陳訓泉, 滝口哲也, 陳金輝

画像の認識・理解シンポジウム（MIRU）, Jul, 2022
NNに基づく犬種の詳細画像分類

無川風韻, 陳金輝

画像の認識・理解シンポジウム（MIRU）, Jul, 2022
Emotional Voice Conversion Using Disentangled Representation Learning and Attention Mechanism

陳訓泉, 陳金輝, 高島遼一, 滝口哲也

日本音響学会誌ー2022年春季研究発表会講演論文集, Mar, 2022
Two-Pathway Style Embedding for Arbitrary Voice Conversion

Xuexin Xu, Liang Shi, Jinhui Chen, Xunquan Chen, Jie Lian, Pingyuan Lin, Zhihong Zhang, Edwin R. Hancock.

Interspeech, Sep, 2021 Peer-reviewed
Towards an Efficient Real-time Kernel Function Stream Clustering Method via Shared Nearest-neighbor Density for the IIoT

Ruohe Huang, Ruliang Xiao, Weifu Zhu, Ping Gong, Jinhui Chen, Imad Rida

Information Sciences, Aug, 2021 Peer-reviewed
NTS-Netを用いた食品画像の詳細分類

Atsuki OSHIRO, Jinhui Chen

MIRU, Jul, 2021
Multimodal Fusion for Indoor Sound Source Localization (forthcoming)

Jinhui Chen, Ryouichi Takashima, Xingchen Guo, Zhihong Zhang, Xuexin Xu, Tetsuya Takiguchi, Edwin R. Hancock

Pattern Recognition, Jul, 2021 Peer-reviewed
Emotional Voice Conversion by Learning Disentangled Representations with Spectrum and Prosody Features

陳訓泉, 陳金輝, 高島遼一, 滝口哲也

日本音響学会誌2021年秋季研究発表会講演論文集, Mar, 2021
Dysarthric Speech Conversion by Learning Disentangled Representations with Non-parallel Data

陳訓泉, 陳金輝, 高島遼一, 滝口哲也

日本音響学会2021年春季研究発表会講演論文集, Mar, 2021
Emotional Voice Conversion Using Dual Supervised Adversarial Networks With Continuous Wavelet Transform F0 Features.

Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki

IEEE/ACM Trans. Audio Speech Lang. Process., 27(10) 1535-1548, Jun, 2019 Peer-reviewed
Neutral-to-emotional voice conversion with cross-wavelet transform F0 using generative adversarial networks

Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki

APSIPA Transactions on Signal and Information Processing, 8 1-11, Mar, 2019 Peer-reviewed
Oil Price Forecasting Using Supervised GANs with Continuous Wavelet Transform Features

Zhaojie Luo, Jinhui Chen, Xiao Jing Cai, Katsuyuki Tanaka, Tetsuya Takiguchi, Takuji Kinkyo, Shigeyuki Hamori

IEEE ICPR, Nov 26, 2018 Peer-reviewed
Polar Transformation on Image Features for Orientation-Invariant Representations.

Jinhui Chen, Zhaojie Luo, Zhihong Zhang, Faliang Huang, Zhiling Ye, Tetsuya Takiguchi, Edwin R. Hancock

IEEE Trans. Multimedia, 21(2) 300-313, Jun, 2018 Peer-reviewed
An AI-based Approach to Auto-analyzing Historical Handwritten Business Documents: As Applied to the Kanebo Database

CHEN Jinhui, KAMIHIGASHI Takashi, ITOH Munehiko, TAKATSUKI Yasuo, TAKIGUCHI Tetsuya

Journal of Computational Social Science, 1(1) 167-185, Jan, 2018 Peer-reviewed
Rotation-reversal invariant HOG cascade for facial expression recognition

Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki

SIGNAL IMAGE AND VIDEO PROCESSING, 11(8) 1485-1492, Nov, 2017 Peer-reviewed
Emotional voice conversion using neural networks with arbitrary scales F0 based on wavelet transform

Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki

EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING, 2017 1-13, Aug, 2017 Peer-reviewed

Presentations

Generative Neural Networks: Risks, Opportunities and Challenges

York大学における招待講演（ZOOM）, Nov, 2022
AIの社会的応用に向けた研究事例

三次市官民共創 DXコンソーシアム, Oct, 2022
認識，理解，創造：AI君が忙しいのだ

陳金輝

県立広島大学公開講座, Sep 3, 2022
AI: 君のことって，知っているよ，顔から足元まで

陳金輝

広島県高大連携公開講座, Jul 31, 2021
A Key to the Orientation-invariant Representation on the Image Feature: Polar Model

陳金輝

Nov, 2019
Spatial-invariant Features for Robust Image Representations.

陳金輝

Fujian Normal Universityにおける招待講演, Jan, 2019
SIFT Boosting for Handwriting Recognition

CHEN Jinhui

ACCV 2016, Nov, 2016, ACCV
Expression Recognition with Ri-HOG Cascade

CHEN Jinhui

Asian Conference on Computer Vision, Nov, 2016, ACCV
SIFT Boosting for Handwriting Recognition

CHEN Jinhui, KAMIHIGASHI Takashi, ITOH Munehiko, TAKATSUKI Yasuo, TAKIGUCHI Tetsuya, ARIKI Yasuo

画像の認識・理解シンポジウム, Aug, 2016
SIFT Boosting for Handwriting Recognition

CHEN Jinhui

MIRU2016, Aug, 2016, MIRU
Emotional Voice Conversion Using Neural Networks with Different Temporal Scales of F0 based on Wavelet Transform

CHEN Jinhui

9th ISCA Speech Synthesis Workshop, Aug, 2016, 9th ISCA Speech Synthesis Workshop
（司会）

CHEN Jinhui

15th IEEE ACIS International Conference on Computer and Information Science, Jun, 2016, IEEE ACIS
（座長）Session8C SOFTWARE SPECIFICATION TECHNIQUES 3

CHEN Jinhui

15th IEEE/ACIS International Conference on Computer and Information Science, Jun, 2016
（座長）Session4F IMAGE PROCESSING & PATTERN RECOGNITION 4

CHEN Jinhui

15th IEEE, ACIS International Conference on Computer and Information Science, Jun, 2016, IEEE・ACIS
Session8C SOFTWARE SPECIFICATION TECHNIQUES 3

CHEN Jinhui

15th IEEE/ACIS International Conference on Computer and Information Science, Jun, 2016
Session4F IMAGE PROCESSING & PATTERN RECOGNITION 4

CHEN Jinhui

15th IEEE, ACIS International Conference on Computer and Information Science, Jun, 2016, IEEE・ACIS
Robust ObjectRecognition Using Rotation-invariant

CHEN Jinhui

2016 Kobe University Core-Team Workshop on Cyber-Physical System for Smarter World (CPS-SW 2016), Mar, 2016, Kobe University
画像の局所特徴と分類器に基づく画像処理枠組みに関する研究

CHEN Jinhui

RIEBセミナー, Feb, 2016, 神戸大学経済経営研究所

Teaching Experience

- Present

応用情報システム専門演習Ⅰ・Ⅱ
- Present

AIシステム開発プロジェクト演習
- Present

Presentation Exercises (Prefectural University of Hiroshima)
- Present

ICT Literacy Ⅰ/Ⅱ (Prefectural University of Hiroshima)
- Present

IoT・AI Tec.
- Present

Data Science Seminar (ET course)
- Present

Data Mining and Its Applications (ET course) (Prefectural University of Hiroshima)
- Present

Data Mining (院ET course) (Prefectural University of Hiroshima)
- Present

データマイニング研究（院）
- Present

データマイニング演習（院） (Prefectural University of Hiroshima)
- Present

データマイニング (Prefectural University of Hiroshima)
- Present

Data Structures and Algorithms (Prefectural University of Hiroshima)
- Present

Introduction to Algorithms (Prefectural University of Hiroshima)
経営情報学専門演習Ⅰ・Ⅱ (Prefectural University of Hiroshima)

Professional Memberships

Research Projects

大規模生体データを用いたAIによる個人・集団レベルの創造性に関する実証研究

Grant-in-Aid for Scientific Research (A), Japan Society for the Promotion of Science, Apr, 2019 - Mar, 2024
構音障がい者の複数モダリティを用いたコミュニケーション支援技術の研究

Grant-in-Aid for Scientific Research (B), Japan Society for the Promotion of Science, Apr, 2017 - Mar, 2021

Industrial Property Rights

特許6964857 画像認識装置、画像認識方法、コンピュータプログラム、及び製品監視システム

陳金輝, 上東貴志, 伊藤宗彦, 高槻泰郎
特許6788264 表情認識方法、表情認識装置、コンピュータプログラム及び広告管理システム

陳金輝, 羅兆傑, 有木康雄

Profile Information

Research Interests

Research Areas

Research History

Education

Papers

Presentations

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Professional Memberships

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