081002 - Signal and Information Processing 

085400 - Electronic Information 

070206 - Acoustics

Research Areas:

2017.7-

Shanghai Acoustics Laboratory, Institute of   Acoustics, Chinese Academy of Sciences

Assist. Prof. (July 2017 - Nov.  2018) Assoc. Prof. (Since Nov. 2018)

Also serving as: Master's Supervisor at the University of Chinese   Academy of Sciences (UCAS).

1. "Design of a Dynamic Voice Biometric Authentication System with Dual Decision for Fraud Prevention" at the National Acoustics Conference of CHINA, 2023, first author.

2. "Underwater acoustic target recognition based on dual attention networks and multiresolution convolutional neural networks," Technical Acoustics, 2023, corresponding author.

3. "A method to address beam cross coupling errors in phased array Doppler sonar," JASA Express Letters (SCI), 2023, corresponding author.

4. "Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding," IEEE Signal Processing Letters (Q2 SCI), 2023, 2nd author.

5. "Polar code construction method for the polar coded modulation orthogonal frequency division multiplexing underwater acoustic communication," ACTA ACUSTICA, 2023, 48(3): 482-495, 4th author.

6. "Appication research of polar coded OFDM underwater acoustic communications," EURASIP Journal on Wireless Communications and Networking (SCI), 2023, 4th author.

7. "Research on primary frequency sound field suppression methods of focused parametric array," Technical Acoustics, 2022, 4th author.

8. "First Demonstration of Recognition of Manganese Crust by Deep-Learning Networks with a Parametric Acoustic Probe," MINERALS (Q3 SCI), 2022, 1st author.

9. "Underwater Acoustic Target Recognition with ResNet18 on ShipsEar Dataset," IEEE ICET 2021, 2021, 1st author.

10. "Underwater Acoustic Target Recognition with a Residual Network and the Optimized Feature Extraction Method," APPLIED SCIENCES-BASEL (SCI), 2021, corresponding author, cited 51 times.

11. "Underwater Acoustic Target Recognition Based on Dual Attention Networks and Multiresolution Convolutional Neural Networks," IEEE Oceans 2021, 2021, corresponding author.

12. "TREADMILLS FAULT DETECTION USING A CNN-SVM MODEL BASED ON FUSION FEATURE," ICSV27, 2021, corresponding author.

13. "Environmental Sound Classification Based on Stacked Concatenated DNN using Aggregated Features," JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY (SCI), 2021, corresponding author.

14. "Evaluation of the recognition of Cobalt-Rich Manganese Crusts based on Deep Learning Networks with physical phantoms," GLOBAL OCEANS 2020: SINGAPORE - U.S. GULF COAST, 2020, corresponding author.

15. "An effective method for measuring the thickness of Cobalt-rich Manganese Crust based on the neighborhood information and dual-channel information," 23RD International Congress on Acoustics, ICA 2019, 2019, corresponding author.

16. "China's First Demonstration of Cobalt-rich Manganese Crust Thickness Measurement in the Western Pacific with a Parametric Acoustic Probe," SENSORS (SCI, Q2, IF=3.9), 2019, corresponding author.

17. "Maritime Surveillance With Undersampled SAR," IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (SCI, Q1, IF=4.8), 2017, 4th author.

18. "Interferogram denoising using an iteratively refined nonlocal InSAR filter," REMOTE SENSING LETTERS (SCI, Q1, IF=4.8), 2017, corresponding author.

19. "An Improved Processing Scheme of Digital Beam-Forming in Elevation for Reducing Resource Occupation," IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (SCI, Q1, IF=4.8), 2016, 5th author, cited 26 times.

20. "First Bistatic Demonstration of Digital Beamforming in Elevation With TerraSAR-X as an Illuminator," IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (SCI, Q1, IF=8.2), 2016, 4th author, cited 66 times.

21. "Spaceborne/stationary bistatic SAR imaging with terrasar-x as an illuminator in staring-spotlight mode," IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (SCI, Q1, IF=8.2), 2016, 6th author, cited 62 times.

22. "Integrated Time and Phase Synchronization Strategy for a Multichannel Spaceborne-Stationary Bistatic SAR System," REMOTE SENSING (SCI), 2016, 1st author.

​23. "Multichannel dem reconstruction method based on markov random fields for bistatic sar," SCIENCE CHINA-INFORMATION SCIENCES (SCI Q1, IF=8.8), 2015, 1st author.

24. "New building signature extraction method from single very high-resolution synthetic aperture radar images based on symmetric analysis," JOURNAL OF APPLIED REMOTE SENSING (SCI), 2015, 4th author.

25. "Efficient hardware architecture for miniature SAR on-board imaging processing system," Systems Engineering and Electronics Technology (EI), 2014, 1st author.

l  Application of speaker   Verification and AI Technology in Underwater Acoustic Target Detection and   Identification Deep   Learning-Based Speaker Verification and Sound Information Processing: (1) Design of   anti-counterfeiting for identity authentication and text-independent   voiceprint recognition technology. (2) Research on text-independent   voiceprint recognition technology under domain adaptation. (3) Design of speech synthesis   systems based on deep learning. (4) Algorithm and system design   for recognition of sign language for the deaf and mute. (5) Application of artificial   intelligence technology in the "Tranquil China" initiative.   New Data, Methods,   Architectures, and Devices for Underwater Target Identification (Targeting   National Major Demands in Basic Applied Research and Projects Funded by   Natural Funds): (1) Research on open-set   underwater target identification algorithms under semi-supervised learning. (2) New methods for detection   and identification of underwater targets based on arrays. (3) Deployment and optimization   techniques for sonar detection models based on edge computing platforms. (4) Ship identification   technology based on large-scale marine observation data. (5) Robust feature extraction   techniques applicable to underwater target identification.

(6) Novel underwater intelligent adversarial techniques.

现指导学生

郑婉  硕士研究生  085400-电子信息  

杜箫扬  硕士研究生  081002-信号与信息处理  

崔亚祺  硕士研究生  081002-信号与信息处理  

朱栋圻  硕士研究生  085400-电子信息  

邓淑文  硕士研究生  081002-信号与信息处理  

 2019 Jiading District Youth Talent Program (Shanghai Jiading District)  2020 Shanghai Talent Development Fund (Shanghai, Funding No. 2020011)  2021 Chinese Academy of Sciences Youth Innovation Promotion Association funding (CAS, Funding No. 2021022, 459 recipients in the entire academy)  2023 Chinese Academy of Sciences Shanghai Branch Youth Talent Program (Project Leader Training Program, Goal Achieved Category)

(1) Chinese Academy of Sciences Shanghai Branch, Chinese Academy of Sciences Shanghai Branch Youth Talent Program (Group Leader Achievement Category, including supporting), January 2023 to December 2024, 400,000 RMB, Ongoing, Principal Investigator. (2) Shanghai Municipal Commission of Science and Technology, Shanghai Natural Science Foundation General Project, Research on Acoustic Identification Methods for Complex Underwater Targets based on Semi-Supervised Domain Adaptation and Auditory Perception, April 2022 to March 2025, 200,000 RMB, Ongoing, Principal Investigator. (3) Pilot National Laboratory for Marine Science and Technology (Qingdao), "Ask the Sea Plan" (2021WHZZB1005), Underwater Sound Target Identification, January 2022 to December 2023, 1 million RMB, Ongoing, Core Member. (4) Enterprise Commissioned Project, Voiceprint Recognition Technology for Identity Verification, January 2022 to June 2021, 350,000 RMB, Ongoing, Principal Investigator. (5) China Shipbuilding Industry Corporation (CSIC) Commissioned Project, Improvement and Development of Thickness Measurement Algorithm based on Adaptive Selection Strategy and Wavelet Analysis, January 2021 to December 2022, 150,000 RMB, Ongoing, Principal Investigator. (6) China Ocean Mineral Resources Research and Development Association (COMRA) Rolling Support Project, Demonstrative Application of In-situ Detectors, January 2022 to December 2023, 1.4 million RMB, Ongoing, Core Member. (7) Institute of Acoustics, Chinese Academy of Sciences (IACAS) Promoting Basic Research Program Free Exploration Project, Research on Multimodal Information Interaction System for Deaf and Mute Individuals, August 2021 to August 2024, 1 million RMB, Core Member. (8) Shanghai Municipal Human Resources and Social Security Bureau, Shanghai Talent Development Fund, 2020011, Provincial and Ministerial Talent Category, November 2020 to November 2023, 250,000 RMB, Ongoing, Principal Investigator. (9) Supporting Project of Shanghai Talent Development Fund, Institute of Acoustics, Chinese Academy of Sciences, 2021011, Provincial and Ministerial Talent Category, November 2020 to November 2023, 75,000 RMB, Ongoing, Principal Investigator. (10) Chinese Academy of Sciences, CAS Youth Innovation Promotion Association, 2021022, Provincial and Ministerial Talent Category, January 2021 to December 2025, 800,000 RMB, Ongoing, Principal Investigator. (11) Supporting Project of Institute of Acoustics, Chinese Academy of Sciences, CAS Youth Innovation Promotion Association, 2021022, Provincial and Ministerial Talent Category, January 2021 to December 2025, 240,000 RMB, Ongoing, Principal Investigator. (12) Jiading District, Shanghai, District Committee Organization Department, Bureau of Human Resources and Social Security, Youth Talent Category, November 2019 to November 2021, 100,000 RMB, Completed, Principal Investigator. (13) National Natural Science Foundation of China, Youth Fund Project, 61801471, Research on Cobalt-rich Crust Identification Technology based on Deep Learning Networks under Acoustic in-situ Measurement, January 2019 to December 2021, 240,000 RMB, Completed, Principal Investigator. (14) Ministry of Science and Technology, National Key R&D Program, 2016YFC0302000, Research on Submarine Substrate Fine Structure In-situ Detector based on Deep-sea Submersible Platform, June 2016 to June 2020, 3.32 million RMB, Completed, Core Member. (15) China Ocean Mineral Resources Research and Development Association (COMRA), International Seabed Resources Survey and Development, DY135-C1-1-08, Research and Demonstrative Application of Cobalt-rich Crust Resource In-situ Fine Investigation Technology, January 2018 to December 2019, 300,000 RMB, Ongoing, Core Member. (16) Chinese Academy of Sciences, Institute of Oceanographic Information Innovation Research, Forward-looking Project, Research on Acoustic Guidance Docking Technology, January 2017 to December 2019, 3 million RMB, Completed, Participant. (17) National Natural Science Foundation of China, Major Research Instrumentation Development Project, 41527809, Development of Scattering Characteristics Measurement System in Marine Interface, January 2016 to December 2020, Completed, Participant. (18) Ministry of Science and Technology, National Key R&D Program, 2016YFB0501703, Underwater Reference Frame Point Construction and Maintenance Technology, December 2015 to December 2020, 5.4 million RMB, Completed, Core Member. (19) China Ocean Mineral Resources Research and Development Association (COMRA) (National Level), DY125-13-T-02, Feasibility and Device Study of Large-scale Sampling of Cobalt-rich Crust Mining, July 2015 to January 2018, 1.95 million RMB, Completed, Core Member.

         HONG Feng is a PI & Associate Professor at the Shanghai Acoustics Laboratory, Institute of Acoustics, Chinese Academy of Sciences, and a supervisor at the University of Chinese Academy of Sciences (UCAS). He is a member of both the Acoustical Society of China and the Acoustical Society of America, as well as an IEEE member. Additionally, Dr. Hong is a member of the Shanghai Science and Technology Expert Database, the Shanghai Youth Science and Technology Association, and the Shanghai Youth Association for Science and Technology Talents.

Dr. Hong's primary research interests include acoustic signal processing, AI-based acoustic perception, speaker verification, and the design of novel sonar systems. He has led and participated in more than 20 significant research projects, including those funded by the National Natural Science Foundation of China, two projects under the National Key Research and Development Program, a major instrumentation project by the National Natural Science Foundation, an international seabed exploration project by the China Ocean Mineral Resources R&D Association, a forward-looking project by the Marine Science and Technology Innovation Project of the CAS, the Shanghai Natural Science Foundation, and frontier exploration projects at the Institute of Acoustics, Chinese Academy of Sciences.

In 2019 and 2020, Dr. Hong participated in national marine scientific expeditions twice. He has developed acoustic detection equipment that has been successfully deployed on submersible platforms such as the "Hailong" ROV and "Jiaolong" HOV, achieving China’s first fine acoustic in-situ survey of deep-sea mineral resources. His research findings have been featured multiple times on the State Council’s official website and covered by CCTV.

Dr. Hong has received numerous recognitions and funding awards, including the 2019 Jiading District Youth Talent Program (Shanghai Jiading District), the 2020 Shanghai Talent Development Fund (Shanghai, Funding No. 2020011), the 2021 Chinese Academy of Sciences Youth Innovation Promotion Association funding (CAS, Funding No. 2021022), and the 2023 Chinese Academy of Sciences Shanghai Branch Youth Talent Program (Project Leader Training Program, Goal Achieved Category).

Dr. Hong has extensive academic and professional affiliations. He is a reviewer for prestigious journals such as IEEE Transactions on Oceanic Engineering, Elsevier Ocean Engineering, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Applied Acoustics, Expert Systems with Applications, IEEE Geoscience and Remote Sensing Letters, IEEE Transactions on Geoscience and Remote Sensing, Technical Acoustics,  Journal of Beihang University ，and Journal of Southeast University.

Dr. Hong has engaged in notable collaborative research efforts, including a cooperation with the Hong Kong Polytechnic University on domain adaptive speaker recognition. In 2023, he participated in an academic exchange at the Hong Kong Polytechnic University, funded by Shanghai Talent Development Fund.

Dr. Hong has published over 20 papers indexed by SCI and EI and holds more than 10 domestic and international invention patents, including US and EP patents. He has also participated in FPGA cloud acceleration for Bing search at Microsoft Research Asia (Beijing) in 2017 and has extensive experience in FPGA signal processing, AI edge computing, and other engineering applications. Annually, the students he mentors receive numerous accolades, including national scholarships, the “Bank of China -CAS Outstanding Student” award from the Shanghai Branch of the Chinese Academy of Sciences, and honors such as Shanghai and CAS Excellent Student awards. His students often pursue careers in research institutions, China State Shipbuilding Corporation, China Electronics Technology Group Corporation, Huawei, and other industry-leading companies.