基本信息
郑成诗男硕导中国科学院声学研究所
电子邮件： cszheng@mail.ioa.ac.cn
通信地址： 北京市北四环西路21号
邮政编码： 100190
部门/实验室：声学所
研究领域Speech Enhancement (语音增强);
Microphone Array (传声器阵列信号处理);
Spectral Estimation (谱估计);
Machine Learning (机器学习).

招生信息
招生专业070206-声学
081002-信号与信息处理
085208-电子与通信工程

招生方向机器学习
声信号处理
电子与通信工程


教育背景2004-09--2009-06中国科学院声学研究所博士学位
2001-09--2003-06中国科学技术大学管理学双学士学位
1999-09--2004-06中国科学技术大学学士学位


工作经历
工作简历2018-08~现在,中国科学院声学研究所,研究员
2014-11~2015-10,德国埃尔朗根-纽伦堡大学,访问
2014-06~现在,中国科学院声学研究所,硕士生导师
2012-01~2018-07,中国科学院声学研究所,副研究员
2009-07~2011-12,中国科学院声学研究所,助理研究员

社会兼职2019-11-01-今,通信学会人工智能技术与应用委员会, 委员
2019-01-01-2022-12-31,中国高科技产业化研究会智能信息处理产业化分会, 理事
2015-11-21-2020-12-31,IEEE, Senior Member
2010-12-31-2015-11-20,IEEE, Member
2010-01-01-今,EURASIP, Member


教授课程电声原理与应用
信号与系统
声学基础习题课
声学基础


出版信息
发表论文（1）Speech enhancement using progressive learning-based convolutional recurrent neural network,Applied Acoustics,2020-09,通讯作者
（2）球谐域类正则化宽带超指向性波束形成算法,Robust broadband regularized superdirective beamforming in the spherical harmonic domain,声学学报,2020-03,通讯作者
（3）Wideband sparse Bayesian learning for off-grid binaural sound source localization,Signal Processing,2020-01,通讯作者
（4）Evaluation of headphone phase equalization on sound reproduction,Applied Acoustics,2019-12,第2作者
（5）双扬声器近场声源重放实验研究,应用声学,2019-11,第4作者
（6）球谐域自适应混响抵消与声源定位算法,声学学报,2019-09,通讯作者
（7）功率比相关子带划分快速独立向量分析,信号处理,2019-08,通讯作者
（8）室内两步法监督式学习双耳声源距离估计,声学学报,2019-07,通讯作者
（9）基于入耳式耳机电阻抗特性的个性化均衡研究,应用声学,2019-01,第3作者
（10）偏度最大化多通道逆滤波语声去混响研究,应用声学,2019-01,通讯作者
（11）Guided Spectrogram Filtering for Speech Dereverberation,Applied Acoustics,2018-05,第1作者
（12）Statistical Analysis of the Multichannel Wiener Filter Using a Bivariate Normal Distribution for Sample Covariance Matrices,IEEE/ACM Trans. on Audio, Speech, and Lang. Process.,2018-05,第1作者
（13）A perceptually motivated LP estimator in noisy and reverberant environments,Speech Communication,2018-02,通讯作者
（14）Robust Adaptive Beamforming using Noise Reduction Preprocessing-based Fully Automatic Diagonal and Steering Vector Estimation,IEEE ACCESS,2017-07,通讯作者
（15）Stereophonic Channel Decorrelation Using a Binaural Masking Model,Applied Acoustics,2016-09,通讯作者
（16）Analysis of additional stable gain by frequency shifting for acoustic feedback suppression using statistical room acoustics,IEEE Signal Processing Letters,2016-01,第1作者
（17）高压变电站噪声分离算法及其应用,Study and Application of Noise Separation Algorithm in High Voltage Substation,高电压技术,2015-05,通讯作者
（18）Active headrest with robust performance against head movement,Active headrest with robust performance against head movement,JOURNAL OF LOW FREQUENCY NOISE VIBRATION AND ACTIVE CONTROL,2015-03,通讯作者
（19）Equalization of loudspeaker response using balanced model truncation,J. Acoust. Soc. Am.,2015-03,通讯作者
（20）基于谱优势与非线性变换混合的立体声声学回声消除方法,A stereo acoustic echo cancellation method based on the hybrid of spectral dominance and nonlinear transformation,电子与信息学报,2015-02,通讯作者
（21）Speech quality evaluation of a sparse coding shrinkage noise reduction algorithm with normal hearing and hearing impaired listeners,Speech quality evaluation of a sparse coding shrinkage noise reduction algorithm with normal hearing and hearing impaired listeners,Hearing Research ,2015,第3作者
（22）A Constrained MMSE LP Residual Estimator for Speech Dereverberation in Noisy Environments,IEEE Signal Processing Letters,2014-12,第1作者
（23）statistical analysis ofpower-level-difference-based dual-channel post-filter estimator,Applied Acoustics,2014-09,通讯作者
（24）On generalized auto-spectral coherence function and its applications to signal detection,IEEE Signal Processing Letters,2014-05,第1作者
（25）Evaluation of thesparse coding shrinkage noise reduction algorithm in normal hearing and hearingimpaired listeners,Hearing Research,2014,第3作者
（26）A Statistical Analysis of Two-Channel Post-Filter Estimators in Isotropic Noise Fields,IEEE Transaction on Audio, Speech and Languge Processing,2013-02,第1作者
（27）Detection of multiple sinusoids in unknown colored noise using trancated cepstrum thresholding and local signal-to-noise-ratio,Applied Acoustics,2012,第1作者
（28）On second-order statistics of log-periodogram and cepstral coefficients for processes with mixed spectra,Signal Processing,2012,第1作者
（29）基于噪声谱结构特性的谱减法,Spectral subtraction based on the structure of noise power spectral density,声学学报,2010,第1作者
（30）Generalized framework for nonparametric coherence function estimation,Electronics Letters,2010,第1作者
（31）基于联合语音出现概率的先验信噪比估计算法,A modified a priori SNR estimator based on united speech presence probabilities,电子与信息学报,2008,第1作者
（32）On the relationship of non-parametric methods for coherence function estimation,Signal Processing,2008,第1作者
（33）自适应平滑周期图语音增强研究,Speech enhancement based on adaptive averaging periodogram,声学学报,2007,第1作者


科研活动
科研项目（ 1 ） 多传感信息融合语音分离和虚拟声合成研究, 主持,国家级,2013-01--2015-12
（ 2 ） 基于非线性语音谱分析的单通道语音增强研究, 参与,国家级,2014-01--2016-12
（ 3 ） 青年创新促进会, 主持,部委级,2013-01--2016-12
（ 4 ） 超级免提, 主持,研究所（学校）,2014-01--2014-12
（ 5 ） 多点同步激光侦听系统语音重构理论研究及实验研究, 主持,国家级,2016-01--2019-12
（ 6 ） 特殊路基工程稳定性综合评价研究, 主持,部委级,2018-01--2019-12

参与会议（1）Near-Field Compensated Higher-Order Ambisonics using a Virtual Source Panning MethodAES2018Tong Wei, Jinqiu Sang, Chengshi Zheng, and Xiaodong Li2018-10-16
（2）Vibrational Contrast Control for Local Sound Source Rendering on Flat Panel LoudspeakersAES2018Ziqing Li, Pingzhan Luo, Chengshi Zheng, and Xiaodong Li2018-10-16
（3）An Audio Loudness Compression and Compensation Method for Miniature Loudspeaker PlaybackAES2017Ziran Jiang, Jinqiu Sang, Jie Wang, Chengshi Zheng, Fangjie Zhang and Xiaodong Li2017-10-16
（4）Auditory-Based Smoothing for Equalization of Headphone-to-Eardrum Transfer FunctionAES2017Guangju Li, Ziran Jiang, Jinqiu Sang, Chengshi Zheng, Renhua Peng, and Xiaodong Li2017-10-16
（5）Analysis of Binaural Features for Supervised Localization in Reverberant EnvironmentsJ. Ding, J. Wang, C. Zheng, R. Peng, and X. Li2016-09-29
（6）Acoustic echo cancellation for asynchronous systems based on resampling adaptive filter coefficientsY. Cui, J. Wang, C. Zheng, and X. Li2016-09-29
（7）Statistical analysis and improvement of coherent-to-diffuse power ratio estimators for dereverberation郑成诗，Andreas Schwarz，李晓东，Walter Kellermann2016-09-13
（8）Binaural coherent-to-diffuse-ratio estimation for dereverberation using an ITD modelC. Zheng, A. Schwarz, W. Kellermann, and X. Li2015-08-31
（9）Statistical Analysis of Temporal Coherence Function and Its Application in Howling DetectionC.Zheng, Y. Ke, R. Peng, X. Li, and Y. Zhou2014-08-20
（10）Delayless method to suppress transient noise using speechproperties and spectral coherenceC. Zheng, S. Wang, R. Peng,and X. Li2013-10-16
（11）Temporal Coherence-Based Howling Detection for Speech ApplicationsC. Zheng, H. Liu, R. Peng, X.Li2012-10-26
（12）Two-Channel Post-Filtering Based on Adaptive Smoothing and Noise PropertiesC. Zheng, Y. Zhou, X. Hu, and X. Li2011-05-22
（13）Speech enhancement based on the structure of noise power spectral densityC. Zheng, Y. Zhou, X. Hu, andX. Li2010-08-23