Welcome to the summer camp and July interview for the 2024 recommended graduate students (https://mp.weixin.qq.com/s/D4rdCPtkLujjzXKTGmHZYQ). There will also be an interview in September. We plan to enroll three master's students in 2024!
We invite undergraduate students in their second and third year to apply for the "Undergraduate Innovation Practice Training Program" at the University of Chinese Academy of Sciences in 2023. The program focuses on research on multimodal information interaction systems for deaf and mute individuals, including system design and algorithm design based on edge computing platforms (supported by the Institute of Acoustics, Chinese Academy of Sciences' Frontiers Exploration Project) (https://mp.weixin.qq.com/s/xpAkZmOOAeJcYGHMxcyiRg).
Contact email: hongfeng@mail.ioa.ac.cn
Research Areas
081002 - Signal and Information Processing
085400 - Electronic Information
070206 - Acoustics
招生方向
The areas of graduate students recruitment are as follows:
- speaker recognition and verification
- Underwater sound target detection and recognition
- Sonar systems and their signal processing
Experience
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). |
Publications
(1) Underwater acoustic target recognition based on dual attention networks and multiresolution convolutional neural networks, Technical Acoustics, 2023, Corresponding author (2) A method to address beam cross coupling errors in phased array Doppler sonar, JASA Express Letters (Q2 SCI), 2023, Corresponding author (3) Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding, IEEE Signal Processing Letters (Q2 SCI), 2023, 2nd Author (4) Polar code construction method for the polar coded modulation orthogonal frequency division multiplexing underwater acoustic communication[J]. ACTA ACUSTICA, 2023, 48(3): 482-495. doi: 10.15949/j.cnki.0371-0025.2023.03.016,4th Author (5) Application research of polar coded OFDM underwater acoustic communications, EURASIP Journal on Wireless Communications and Networking (SCI), 2023, 4th Author (6) Research on primary frequency sound field suppression methods of focused parametric array, Acoustic Technology, 2022, 4th Author (7) First Demonstration of Recognition of Manganese Crust by Deep-Learning Networks with a Parametric Acoustic Probe, MINERALS (Q3 SCI), 2022, 1st Author (8) Underwater Acoustic Target Recognition with ResNet18 on ShipsEar Dataset, IEEE ICET 2021, 2021, Corresponding author (9) Underwater Acoustic Target Recognition with a Residual Network and the Optimized Feature Extraction Method, APPLIED SCIENCES-BASEL (SCI), 2021, Corresponding author, Cited: 30 times (10) Underwater Acoustic Target Recognition Based on Dual Attention Networks and Multiresolution Convolutional Neural Networks, IEEE Oceans 2021, 2021, Corresponding author (11) TREADMILLS FAULT DETECTION USING A CNN-SVM MODEL BASED ON FUSION FEATURE, ICSV27, 2021, Corresponding author (12) 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 (13) 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 (14) 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 (15) 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 (16) Maritime Surveillance With Undersampled SAR, IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (SCI, Q1, IF=4.8), 2017, 4th Author (17) Interferogram denoising using an iteratively refined nonlocal InSAR filter, REMOTE SENSING LETTERS (SCI, Q1, IF=4.8), 2017, Corresponding author (18) 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 (19) 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 (20) 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 (21) Integrated Time and Phase Synchronization Strategy for a Multichannel Spaceborne-Stationary Bistatic SAR System, REMOTE SENSING (SCI), 2016, 1st Author (22) Multichannel dem reconstruction method based on markov random fields for bistatic sar, SCIENCE CHINA-INFORMATION SCIENCES (SCI Q1, IF=8.8), 2015, 1st & Corresponding author (23) 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 |
(24) Efficient hardware architecture for miniature SAR on-board imaging processing system, Systems Engineering and Electronics Technology (EI), 2014, 1st Author
Research Interests
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. |
Students
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