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Bingbing Feng (冯 兵兵) |
About Me
I am currently a Ph.D. applicant in Applied Mathematics and Computer Science & Technology. I obtained my B.Sc. and M.Sc. degree both in computer science and technology from School of Computer Science & School of Cyberspace Science, Xiangtan University, China in 2015 and 2018, respectively. I have broad interests in nonlinear dynamics, complex networks, visual simultaneous localization and mapping, speech recognition, speech augmentation, keyword spotting and deep learning. I have published several academic papers in refereed journals such as IEEE TCAS-I and IEEE TC, and have also obtained two authorized national invention patents, and at the same time, I am the winner of 2022 IEEE Transactions on Circuits and Systems Guillemin-Cauer Best Paper.Work Experience
- 2019.11-2022.11 Speech Recognition Algorithm Researcher, eMeet Worked on end-to-end ASR (Automatic Speech Recognition), improving AED (Attention-based Encoder-Decoder) model with chunk-wise self-attention and speech enhancement for robust streaming ASR, developing important production-oriented features ranging from ITN (Inverse Text Normalization), Punctuation Restoration, Contextual Biasing and Endpoint Detection. [Project]
- 2018.07-2019.07 Algorithm Researcher, Silver Star Worked on VSLAM (Visual Simultaneous Localization and Mapping) for floor mopping robot.
Research Interests
Focusing on the following research topics with the transdisciplinary research philosophy integrating information theory, artificial intelligence and complex networks:- Chaos: Nonlinear Dynamics, Complex Networks
- Vision: Visual Simultaneous Localization and Mapping
- Speech: Speech Recognition, Speech Enhancement, Keyword Spotting
Education
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2015.09-2018.06 M.Sc. from School of Computer Science, Xiangtan University, Hunan, China
Supervisor: Prof. Chengqing Li
Master's Thesis: Network Analysis of Dynamics of Chaotic Systems in Digital Domain [Latex Source Files] - 2011.09-2015.06 B.Sc. from School of Computer Science, Xiangtan University, Hunan, China
Publications
- Chengqing Li (supervisor), Bingbing Feng, Shujun Li, Jürgen Kurths, Guanrong Chen,
“Dynamic Analysis of Digital Chaotic Maps via State-Mapping Networks,”
IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 66, no. 5, pp. 1–14, 2019 [PDF] [Latex Source Files] [Code]
2022 IEEE Transactions on Circuits and Systems Guillemin-Cauer Best Paper - Chengqing Li (supervisor), Kai Tan, Bingbing Feng, Jinhu Lü,
“The graph structure of the generalized discrete Arnold Cat map,”
IEEE Transactions on Computers, vol. 71, no. 2, pp. 364-377, 2022 [PDF] [Latex Source Files]
ESI Highly Cited Paper - Chengqing Li (supervisor), Dongdong Lin, Bingbing Feng, Jinhu Lü, Feng Hao,
“Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy,”
IEEE Access, vol. 6, pp. 75834–75842, 2018 [PDF] [Latex Source Files] [Code]
ESI Highly Cited Paper
Patents
- Lirong Ye (CEO), Bingbing Feng, Danping Luo,
“Door Area Identification Method, Door Area Identification System and Cleaning Robot for Home Environment,”
CN Patent 110,141,164 (2021) [PDF] - Danping Luo, Bingbing Feng,
“Door Position Identification Method and Mobile Robot,”
CN Patent 110,269,550 (2021) [PDF] - Wenming Chen (CEO), Bingbing Feng, Gaofeng Deng, Shiming Zhang,
“Speech Recognition Method and Device, Equipment and Computer-Readable Storage Medium,”
CN Patent 112,951,210 [PDF]
Honors and Awards
- 2022 IEEE Transactions on Circuits and Systems Guillemin-Cauer Best Paper Award [CAS] [News] [Profile]
Professional Services
Refereed Journals:
- IEEE Transactions on Circuits and Systems I: Regular Papers
- International Journal of Bifurcation and Chaos, World Scientific
Records
Miscellaneous resources on doing research: AI Community, Literature Search.