The ASVspoof 2017 challenge: assessing the limits of replay spoofing attack detection

Kinnunen, Tomi, Sahidullah, Md., Delgado, Héctor, Todisco, Massimiliano, Evans, Nicholas, Yamagishi, Junichi, Lee, Kong Aik·2017·Interspeech 2017

Cited by (536)

Items 101–200 of 536

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  2. What to remember: Self-adaptive continual learning for audio deepfake detection
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  3. Exploration of Compressed ILPR Features for Replay Attack Detection
    Sarfaraz Jelil, Sishir Kalita, S. R. Mahadeva Prasanna, Rohit Sinha · 2018 · Interspeech (USB)
  4. Joint Decision of Anti-Spoofing and Automatic Speaker Verification by Multi-Task Learning With Contrastive Loss
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  5. A robust voice spoofing detection system using novel CLS-LBP features and LSTM
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  6. Partially Fake Audio Detection by Self-Attention-Based Fake Span Discovery
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  7. An Initial Investigation for Detecting Vocoder Fingerprints of Fake Audio
    Yan, Xinrui, Yi, Jiangyan, Tao, Jianhua, Wang, Chenglong, Ma, Haoxin, Wang, Tao, Wang, Shiming, Fu, Ruibo · 2022 · Proceedings of the 1st International Workshop on Deepfake Detection for Audio Multimedia
  8. Multi-task Learning in Utterance-level and Segmental-level Spoof Detection
    Lin Zhang, Xin Wang, Erica Cooper, Junichi Yamagishi · 2021
  9. Instantaneous Phase and Excitation Source Features for Detection of Replay Attacks
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  10. VibLive: A Continuous Liveness Detection for Secure Voice User Interface in IoT Environment
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  11. Generalized Spoofing Detection Inspired from Audio Generation Artifacts
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  12. Securing Liveness Detection for Voice Authentication via Pop Noises
    Peipei Jiang, Qian Wang, Xiu Lin, Man Zhou, Wenbing Ding, Cong Wang, Chao Qun Shen, Qi Lecky Li · 2022 · IEEE Transactions on Dependable and Secure Computing
  13. SceneFake: An initial dataset and benchmarks for scene fake audio detection
    Jiangyan Yi, Chenglong Wang, Jianhua Tao, Chu Yuan Zhang, Cunhang Fan, Zhengkun Tian, Haoxin Ma, Ruibo Fu · 2024 · Pattern Recognition
  14. A New Replay Attack Against Automatic Speaker Verification Systems
    Sung-Hyun Yoon, Min-Sung Koh, Jae‐Han Park, Ha-Jin Yu · 2020 · IEEE Access
  15. Analysis of Reverberation via Teager Energy Features for Replay Spoof Speech Detection
    Madhu R. Kamble, Hemant A. Patil · 2019 · IEEE International Conference on Acoustics Speech and Signal Processing
  16. Read Between the Lines: An Empirical Measurement of Sensitive Applications of Voice Personal Assistant Systems
    Faysal Hossain Shezan, Hang Hu, Jiamin Wang, Gang Wang, Yuan Tian · 2020 · International World Wide Web Conference (WWW)
  17. EDL-Det: A Robust TTS Synthesis Detector Using VGG19-Based YAMNet and Ensemble Learning Block
    Rabbia Mahum, Aun Irtaza, Ali Javed · 2023 · IEEE Access
  18. ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech
    Wang, Xin, Delgado, Héctor, Tak, Hemlata, Jung, Jee-weon, Shim, Hye-jin, Todisco, Massimiliano, Kukanov, Ivan, Liu, Xuechen, Sahidullah, Md, Kinnunen, Tomi et al. · 2026 · Computer Speech & Language
  19. When Automatic Voice Disguise Meets Automatic Speaker Verification
    Linlin Zheng, Jiakang Li, Meng Sun, Xiongwei Zhang, Thomas Fang Zheng · 2020 · IEEE Transactions on Information Forensics and Security
  20. Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning
    Rahul T. P, P. R. Aravind, C Ranjith, Usamath Nechiyil, Nandakumar Paramparambath · 2020 · arXiv (Cornell University)
  21. AASIST3: KAN-enhanced AASIST speech deepfake detection using SSL features and additional regularization for the ASVspoof 2024 Challenge
    Borodin, Kirill, Kudryavtsev, Vasiliy, Korzh, Dmitrii, Efimenko, Alexey, Mkrtchian, Grach, Gorodnichev, Mikhail, Rogov, Oleg Y. · 2024 · The Automatic Speaker Verification Spoofing Countermeasures Workshop (ASVspoof 2024)
  22. Mel-Spectrogram Image-Based End-to-End Audio Deepfake Detection Under Channel-Mismatched Conditions
    Fathan, Abderrahim, Alam, Jahangir, Kang, Woo Hyun · 2022 · 2022 IEEE International Conference on Multimedia and Expo (ICME)
  23. On the Resilience of Biometric Authentication Systems against Random Inputs
    Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar · 2020 · Network and Distributed System Security Symposium
  24. New Acoustic Features for Synthetic and Replay Spoofing Attack Detection
    Linqiang Wei, Yanhua Long, Haoran Wei, Yijie Li · 2022 · Symmetry
  25. The Role of Long-Term Dependency in Synthetic Speech Detection
    Changtao Li, Feiran Yang, Jun Jie Yang · 2022 · IEEE Signal Processing Letters
  26. Novel Variable Length Energy Separation Algorithm Using Instantaneous Amplitude Features for Replay Detection
    Madhu R. Kamble, Hemant A. Patil · 2018 · Interspeech (USB)
  27. Deep generative variational autoencoding for replay spoof detection in automatic speaker verification
    Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos · 2020 · Computer Speech & Language
  28. Evaluation Methodologies for Biometric Presentation Attack Detection
    Ivana Chingovska, Amir Mohammadi, André Anjos, Sébastien Marcel · 2019 · Advances in computer vision and pattern recognition
  29. Replay spoofing countermeasure using autoencoder and siamese networks on ASVspoof 2019 challenge
    Mohammad Adiban, Hossein Sameti, Saeedreza Shehnepoor · 2020 · Computer Speech & Language
  30. Detection and Evaluation of Human and Machine Generated Speech in Spoofing Attacks on Automatic Speaker Verification Systems
    Yang Gao, Jiachen Lian, Bhiksha Raj, Rita Singh · 2021 · IEEE Spoken Language Technology Workshop (SLT)
  31. A Deeper Look at Gaussian Mixture Model Based Anti-Spoofing Systems
    Bhusan Chettri, Bob L. T. Sturm · 2018 · IEEE International Conference on Acoustics Speech and Signal Processing
  32. Usefulness of linear prediction residual for replay attack detection
    Madhusudan Singh, Debadatta Pati · 2019 · AEU - International Journal of Electronics and Communications
  33. Replay Attack Detection Using Linear Prediction Analysis-Based Relative Phase Features
    Khomdet Phapatanaburi, Longbiao Wang, Seiichi Nakagawa, Masahiro Iwahashi · 2019 · IEEE Access
  34. An Overview of Voice Conversion and its Challenges: From Statistical Modeling to Deep Learning
    Berrak Şişman, Junichi Yamagishi, Simon King, Haizhou Li · 2020 · arXiv (Cornell University)
  35. Audio Hotspot Attack: An Attack on Voice Assistance Systems Using Directional Sound Beams and its Feasibility
    Ryo Iijima, Shota Minami, Yunao Zhou, Tatsuya Takehisa, Takeshi Takahashi, Yasuhiro Oikawa, Tatsuya Mori · 2019 · IEEE Transactions on Emerging Topics in Computing
  36. Voice spoofing countermeasure for voice replay attacks using deep learning
    Jincheng Zhou, Tao Hai, Dayang N. A. Jawawi, Dan Wang, Ebuka Ibeke, Cresantus N. Biamba · 2022 · Journal of Cloud Computing Advances Systems and Applications
  37. Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution
    Il‐Youp Kwak, Sungsu Kwag, Junhee Lee, Youngbae Jeon, Jeonghwan Hwang, Hyo-Jung Choi, Jonghoon Yang, So-Yul Han, Jun Ho Huh, Choong-Hoon Lee et al. · 2023 · IEEE Access
  38. Audio-Visual Temporal Forgery Detection Using Embedding-Level Fusion and Multi-Dimensional Contrastive Loss
    Miao Liu, Jing Wang, Xinyuan Qian, Haizhou Li · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
  39. Subband Modeling for Spoofing Detection in Automatic Speaker Verification
    Bhusan Chettri, Tomi Kinnunen, Emmanouil Benetos · 2020 · The Speaker and Language Recognition Workshop (Odyssey)
  40. How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey
    Zahra Khanjani, Watson, Gabrielle, Vandana Pursnani Janeja · 2021 · arXiv (Cornell University)
  41. Multi-Task Learning Improves Synthetic Speech Detection
    Yichuan Mo, Shilin Wang · 2022 · IEEE International Conference on Acoustics Speech and Signal Processing
  42. Phase-Aware Spoof Speech Detection Based On Res2net with Phase Network
    Juntae Kim, Sung Min Ban · 2023 · IEEE International Conference on Acoustics Speech and Signal Processing
  43. Generalized Voice Spoofing Detection via Integral Knowledge Amalgamation
    Yeqing Ren, Haipeng Peng, Lixiang Li, Xiaopeng Xue, Lan Yang, Yixian Yang · 2023 · IEEE/ACM Transactions on Audio Speech and Language Processing
  44. New replay attack detection using iterative adaptive inverse filtering and high frequency band
    K P Bharath, Rajesh Kumar M · 2022 · Expert Systems with Applications
  45. Imperceptible black-box waveform-level adversarial attack towards automatic speaker recognition
    Xingyu Zhang, Xiongwei Zhang, Meng Sun, Xia Zou, Kejiang Chen, Nenghai Yu · 2022 · Complex & Intelligent Systems
  46. WavoID: Robust and Secure Multi-modal User Identification via mmWave-voice Mechanism
    Tiantian Liu, Feng Lin, Chao Wang, Chenhan Xu, Xiaoyu Zhang, Zhengxiong Li, Wenyao Xu, Ming-Chun Huang, Kui Ren · 2023 · ACM Symposium on User Interface Software and Technology (UIST)
  47. Multimodal Automated Fact-Checking: A Survey
    Mubashara Akhtar, Michael Schlichtkrull, Zhijiang Guo, Oana Cocarascu, Elena Paslaru Bontas Simperl, Andreas Vlachos · 2023 · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP)
  48. Spatial reconstructed local attention Res2Net with F0 subband for fake speech detection
    Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, Chenglong Wang, Chengshi Zheng, Zhao Lv · 2024 · Neural Networks
  49. Combining Phase-based Features for Replay Spoof Detection System
    Srinivas Kantheti, Rohan Kumar Das, Hemant A. Patil · 2018 · International Symposium on Chinese Spoken Language Processing (ISCSLP)
  50. Amplitude and Frequency Modulation-based features for detection of replay Spoof Speech
    Madhu R. Kamble, Hemlata Tak, Hemant A. Patil · 2020 · Speech Communication
  51. ResMax: Detecting Voice Spoofing Attacks with Residual Network and Max Feature Map
    Il‐Youp Kwak, Sungsu Kwag, Junhee Lee, Jun Ho Huh, Choong-Hoon Lee, Youngbae Jeon, Jeonghwan Hwang, Ji Won Yoon · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  52. A Continuous Articulatory-Gesture-Based Liveness Detection for Voice Authentication on Smart Devices
    Linghan Zhang, Sheng Tan, Yingying Jennifer Chen, Jie Yang · 2022 · IEEE Internet of Things Journal
  53. Lightweight Voice Spoofing Detection Using Improved One-Class Learning and Knowledge Distillation
    Yeqing Ren, Haipeng Peng, Lixiang Li, Yixian Yang · 2023 · IEEE Transactions on Multimedia
  54. Milestones in speaker recognition
    R. K. Sharma, D. Govind, Jagabandhu Mishra, A. K. Dubey, K T Deepak, S. R. Mahadeva Prasanna · 2024 · Artificial Intelligence Review
  55. Synthetic Speech Detection Using Neural Networks
    Ricardo Reimao, Vassilios Tzerpos · 2021 · International Conference on Speech Technology and Human-Computer Dialogue (SpeD)
  56. Replay Spoofing Detection System for Automatic Speaker Verification Using Multi-Task Learning of Noise Classes
    Hye-jin Shim, Jee-weon Jung, Hee-Soo Heo, Sung-Hyun Yoon, Ha-Jin Yu · 2018 · Conference on Technologies and Applications of Artificial Intelligence (TAAI)
  57. FMFCC-A: A Challenging Mandarin Dataset for Synthetic Speech Detection
    Zhang, Zhenyu, Gu, Yewei, Yi, Xiaowei, Zhao, Xianfeng · 2022 · Lecture Notes in Computer Science
  58. GANBA: Generative Adversarial Network for Biometric Anti-Spoofing
    Alejandro Gomez-Alanis, José A. González, Antonio M. Peinado · 2022 · Applied Sciences
  59. Improving anti-spoofing with octave spectrum and short-term spectral statistics information
    Jichen Yang, Rohan Kumar Das · 2019 · Applied Acoustics
  60. Spoof Detection Using Time-Delay Shallow Neural Network and Feature Switching
    Mari Ganesh Kumar, Suvidha Rupesh Kumar, Saranya M S, B. Bharathi, Hema A. Murthy · 2019 · IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)
  61. Novel Spectral Root Cepstral Features for Replay Spoof Detection
    Prasad A. Tapkir, Ankur T. Patil, Neil Shah, Hemant A. Patil · 2018 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
  62. Local Self-attention-based Hybrid Multiple Instance Learning for Partial Spoof Speech Detection
    Yupeng Zhu, Yanxiang Chen, Zuxing Zhao, Xueliang Liu, Jinlin Guo · 2023 · ACM Transactions on Intelligent Systems and Technology
  63. Explore the World of Audio Deepfakes: A Guide to Detection Techniques for Non-Experts
    Karla Schäfer, Jeongeun Choi, Sascha Zmudzinski · 2024 · ACM International Workshop on Multimedia AI against Disinformation (MAD)
  64. A new approach for robust replay spoof detection in ASV systems
    Shaik Mohammad Rafi B, K. Sri Rama Murty, Shekhar Nayak · 2017 · IEEE Global Conference on Signal and Information Processing
  65. An Ensemble Based Approach for Generalized Detection of Spoofing Attacks to Automatic Speaker Recognizers
    João Monteiro, Jahangir Alam, Tiago Henrique Falk · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
  66. Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons
    Wani, Taiba Majid, Qadri, Syed Asif Ahmad, Wani, Farooq Ahmad, Amerini, Irene · 2024 · Foundations and Trends® in Privacy and Security
  67. SAFARI: Speech-Associated Facial Authentication for AR/VR Settings via Robust VIbration Signatures
    Tianfang Zhang, Qiufan Ji, Zhengkun Ye, Md Mojibur Rahman Redoy Akanda, Ahmed Tanvir Mahdad, Cong Shi, Yan Wang, Nitesh Saxena, Yingying Jennifer Chen · 2024 · ACM SIGSAC Conference on Computer and Communications Security (CCS)
  68. Fake Speech Detection Using OpenSMILE Features
    Devesh Kumar, Pavan Kumar V. Patil, Ayush Agarwal, S. R. Mahadeva Prasanna · 2022 · Lecture notes in computer science
  69. Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection
    Yerin Lee, Narin Kim, Jaehong Jeong, Il‐Youp Kwak · 2023 · IEEE Access
  70. Spoofing countermeasure for fake speech detection using brute force features
    Arsalan Rahman Mirza, Abdulbasit K. Al‐Talabani · 2024 · Computer Speech & Language
  71. Voice Presentation Attack Detection through Text-Converted Voice Command Analysis
    Il‐Youp Kwak, Jun Ho Huh, Seung Taek Han, Iljoo Kim, Jiwon Yoon · 2019 · CHI Conference on Human Factors in Computing Systems
  72. Replay attack detection using variable-frequency resolution phase and magnitude features
    Meng Liu, Longbiao Wang, Jianwu Dang, Kong Aik Lee, Seiichi Nakagawa · 2020 · Computer Speech & Language
  73. Replay Attack Detection Using Magnitude and Phase Information with Attention-based Adaptive Filters
    Meng Liu, Longbiao Wang, Jianwu Dang, Seiichi Nakagawa, Haotian Guan, Xiangang Li · 2019 · IEEE International Conference on Acoustics Speech and Signal Processing
  74. Localizing Fake Segments in Speech
    Bowen Zhang, Terence Sim · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  75. Audio Anti-Spoofing Based on Audio Feature Fusion
    Jiachen Zhang, Guoqing Tu, Shubo Liu, Zhaohui Cai · 2023 · Algorithms
  76. Gaussian-Filtered High-Frequency-Feature Trained Optimized BiLSTM Network for Spoofed-Speech Classification
    Hiren Kumar Mewada, Jawad F. Al‐Asad, Faris A. Almalki, Adil H. Khan, Nouf Abdullah Almujally, Samir El-Nakla, Qamar H. Naith · 2023 · Sensors
  77. Voice spoofing detection for multiclass attack classification using deep learning
    Jason Boyd, Muhammad Fahim, Oluwafemi Olukoya · 2023 · Machine Learning with Applications
  78. Fake speech detection using VGGish with attention block
    Tahira Kanwal, Rabbia Mahum, AbdulMalik S. Al‐Salman, Mohamed Abdel Fattah Sharaf, Haseeb Hassan · 2024 · EURASIP Journal on Audio Speech and Music Processing
  79. On the Generalization of Fused Systems in Voice Presentation Attack Detection
    André Ricardo Gonçalves, Ricardo P. V. Violato, Pavel Korshunov, Sébastien Marcel, Flávio O. Simões · 2017 · International Conference of the Biometrics Special Interest Group (BIOSIG)
  80. Novel Amplitude Weighted Frequency Modulation Features for Replay Spoof Detection
    Madhu R. Kamble, Hemant A. Patil · 2018 · International Symposium on Chinese Spoken Language Processing (ISCSLP)
  81. Development of Voice Spoofing Detection Systems for 2019 Edition of Automatic Speaker Verification and Countermeasures Challenge
    João Monteiro, Jahangir Alam · 2019 · IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)
  82. On significance of constant-Q transform for pop noise detection
    Kuldeep Khoria, Ankur T. Patil, Hemant A. Patil · 2022 · Computer Speech & Language
  83. Detecting Synthetic Speech Manipulation in Real Audio Recordings
    Md Hafizur Rahman, Martin Graciarena, Diego Castán, Chris Cobo-Kroenke, Mitchell McLaren, Aaron Lawson · 2022 · IEEE International Workshop on Information Forensics and Security
  84. Replay and Synthetic Speech Detection with Res2net Architecture
    Xu Li, Li, Na, Chao Weng, Xunying Liu, Dan Su, Dong Yu, Helen M. L. Meng · 2020 · arXiv (Cornell University)
  85. ABC-CapsNet: Attention based Cascaded Capsule Network for Audio Deepfake Detection
    Wani, Taiba Majid, Gulzar, Reeva, Amerini, Irene · 2024 · 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  86. Introduction to Voice Presentation Attack Detection and Recent Advances
    Md Sahidullah, Héctor Delgado, Massimiliano Todisco, Andreas Nautsch, Xin Wang, Tomi Kinnunen, Nicholas Evans, Junichi Yamagishi, Kong Aik Lee · 2023 · Advances in computer vision and pattern recognition
  87. Is synthetic voice detection research going into the right direction?
    Stefano Borzì, Oliver Giudice, Filippo Stanco, Dario Allegra · 2022 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  88. Device Features Based on Linear Transformation With Parallel Training Data for Replay Speech Detection
    Longting Xu, Jichen Yang, Chang Huai You, Xinyuan Qian, Daiyu Huang · 2023 · IEEE/ACM Transactions on Audio Speech and Language Processing
  89. Morse wavelet transform-based features for voice liveness detection
    Priyanka Gupta, Hemant A. Patil · 2023 · Computer Speech & Language
  90. My Voiceprint Is My Authenticator: A Two-Layer Authentication Approach Using Voiceprint for Voice Assistants
    Yun-Tai Chang, Marc Dupuis · 2019 · IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)
  91. Combining evidences from Hilbert envelope and residual phase for detecting replay attacks
    Madhusudan Singh, Debadatta Pati · 2019 · International Journal of Speech Technology
  92. Processing linear prediction residual signal to counter replay attacks
    Jagabandhu Mishra, Madhusudan Singh, Debadatta Pati · 2018 · International Conference on Signal Processing and Communications (SPCOM)
  93. HandLock: Enabling 2-FA for Smart Home Voice Assistants using Inaudible Acoustic Signal
    Shaohu Zhang, Anupam Das · 2021 · International Symposium on Research in Attacks, Intrusions and Defenses (RAID)
  94. Fast and Lightweight Voice Replay Attack Detection via Time-Frequency Spectrum Difference
    Ruiwen He, Yushi Cheng, Zhicong Zheng, Xiaoyu Ji, Wenyuan Xu · 2024 · IEEE Internet of Things Journal
  95. A review on state-of-the-art Automatic Speaker verification system from spoofing and anti-spoofing perspective
    Ankita N. Chadha, Azween B. Abdullah, Lorita Angeline, Sivakumar Sivanesan · 2021 · Indian Journal of Science and Technology
  96. Multi-task learning of deep neural networks for joint automatic speaker verification and spoofing detection
    Jiakang Li, Meng Sun, Xiongwei Zhang · 2019 · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
  97. Multiple Points Input For Convolutional Neural Networks in Replay Attack Detection
    Sung-Hyun Yoon, Ha-Jin Yu · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
  98. Replay anti-spoofing countermeasure based on data augmentation with post selection
    Yuanjun Zhao, Roberto B. Togneri, Victor Sreeram · 2020 · Computer Speech & Language
  99. Deep learning countermeasures for detecting replay speech attacks: a review
    Suresh Veesa, Madhusudan Singh · 2024 · International Journal of Speech Technology
  100. Integrated Replay Spoofing-Aware Text-Independent Speaker Verification
    Hye-jin Shim, Jee-weon Jung, Ju-ho Kim, Ha-Jin Yu · 2020 · Applied Sciences