研究兴趣:语音与音频信号处理、人工耳蜗言语处理策略与算法、虚拟听觉算法与系统设计
教授课程:场论与复变函数、信号与系统、数字信号处理、语音信号处理
招生方向:招收以下方向的硕、博研究生和博士后
语音信号处理、人工耳蜗信号处理、心理声学、脑电信号处理、人工智能与机器学习
代表性论文:
1. Qinglin Meng, Nengheng Zheng, Xia Li, “Loudness contour can influence Mandarin tone recognition: vocoder simulation and cochlear implants”, IEEE Transactions on Neural Systems and Rehabilitation Engineering,Vol. 25, No. 6, 2017, pp: 641-649.
2. Qinglin Meng, Nengheng Zheng, Xia Li, “Mandarin speech-in-noise and tone recognition using vocoder simulations of the temporal limits encoder for cochlear implants”, Journal of the Acoustical Society of America, Vol. 139, No. 1, 2016, pp.301-310.
3. Ning Wang, P. C. Ching, Nengheng Zheng and Tan Lee, “Robust speaker recognition using denoised vocal source and vocal tract features”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 19, No. 1, January 2011, pp. 196-205.
4. Nengheng Zheng, Tan Lee, Ning Wang, and P. C. Ching, “Integrating complementary features from vocal source and vocal tract for speaker identification”, International Journal of Computational Linguistics & Chinese Language Processing, Vol. 12, No. 3, 2007, pp. 273-290.
5. W. N. Chan, Nengheng Zheng Tan Lee, “Discrimination power of vocal source and vocal tract features for speaker segmentation”, IEEE Tran. Audio, Speech, Language Processing, Vol. 15, No. 6, 2007, pp. 1884-1892.
6. Nengheng Zheng, Tan Lee and P.C. Ching, “Integration of complementary acoustic features for speaker recognition”, IEEE Signal Processing Letters, Vol. 14, No. 3, 2007, pp. 181-184.
7. Nengheng Zheng, Xiaowei Shao, Baihan Zeng, and Qinglin Meng, “Noise Suppression with Apparent Gain Threshold for Cochlear Implants: A Vocoder Simulated Verification”, Proc. APSIPA ASC, Honolulu, USA, 2018, pp. 766-770
8. Yupeng Shi, Weicong Rong, Nengheng Zheng*, “Speech Enhancement using Convolutional Neural Network with Skip Connections,” Proc. ISCSLP, Taipei, 2018
9. Junhao Ding, Bin Ren, Nengheng Zheng*, “Microphone Array Acoustic Source Localization system based on Deep Learning,” Proc. ISCSLP, Taipei, 2018
10. Meng Qinglin, Nengheng Zheng, Ambika Prasad Mishra, Jacinta Dan Luo, and Jan W. H. Shnupp, “Weighting Pitch Contour and Loudness Contour in Mandarin Tone Perception in Cochlear Implant Listeners”, Proc. Interspeech 2018, Hyderabad India, pp: 3768-3771.
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E-mail:nhzheng@szu.edu.cn