2005/9 - 2008/6   中国科学技术大学，信号与信息处理，博士

2002/9 - 2005/6   中国科学技术大学，信号与信息处理，硕士

1996/9 - 2002/6   中国科学技术大学，电子信息工程，学士  

语音信号处理、自然语言处理  

2020/6 – 至今   中国科学技术大学，  信息  科学技术学院，教授

2011/1 – 2020/6  中国科学技术大学，  信息  科学技术学院，副教授

2008/7 - 2010/12  中国科学技术大学 / 科大讯飞股份有限公司，博士后

2012/8 - 2013/8  美国华盛顿大学，电子工程系，访问学者

2007/10 - 2008/4  英国爱丁堡大学，语音技术研究中心，访问学者  

l  《智能语音交互关键技术及应用开发平台》，国家科技进步奖二等奖  ， 2011 年

l  IEEE信号处理学会最佳青年作者论文奖， 2010 年

l  《智能语音交互关键技术及应用平台》，安徽省科技进步奖一等奖  ， 2008 年

l  《面向口语学习的中英文智能语音评测与学习技术》，中国电子学会电子信息科学技术奖二等奖  ， 2008 年  

l  多语种语音合成关键技术  2020.01-2022.12  中科院战略性先导科技专项 C 课题     主持

l  面向冬奥场景的多语种语音处理关键技术  2019.10-2022.06  国家重点研发计划课题     主持

l  面向语音合成的神经网络声码器研究  2019.01-2022.12  国家自然科学基金委面上项目 主持

l  机器人拟人化技术重点攻关  2017.09-2020.09  国家重点研发计划子课题     主持

l  类脑语音处理模型  2015.07-2017.06  中科院 战略性先导科技专项 B 子课题     主持

  

l  已发表论文 200 余篇，  G  oogleScholar累计被引  5  900余次  (  H-index=40)，近期代表性论文如下。

[1]   Xiao Zhou, Zhen-Hua Ling, and Li-Rong Dai, "UnitNet: A Sequence-to-Sequence Acoustic Model for Concatenative Speech Synthesis", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 2643-2655, 2021.

[2]   Jia-Chen Gu, Tianda Li, Zhen-Hua Ling, Quan Liu, Zhiming Su, Yu-Ping Ruan, and Xiaodan Zhu, "Deep Contextualized Utterance Representations for Response Selection and Dialogue Analysis", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 2443-2455, 2021 .

[3]   Ya-Jie Zhang, and Zhen-Hua Ling, "Extracting and Predicting Word-Level Style Variations for Speech Synthesis", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1582-1593, 2021.

[4]   Run-Ze Wang, Zhen-Hua Ling, Jing-Bo Zhou, and Yu Hu, "A Multiple-Integration Encoder for Multi-Turn Text-to-SQL Semantic Parsing", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 1503-1513, 2021.

[5]   Yu-Ping Ruan, Zhen-Hua Ling, and Xiaodan Zhu, "Condition-Transforming Variational Autoencoder for Generating Diverse Short Text Conversations", ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 19, no. 6, 2020.

[6]   Yang Ai, and Zhen-Hua Ling, "A Neural Vocoder with Hierarchical Generation of Amplitude and Phase Spectra for Statistical Parametric Speech Synthesis", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 839-851, 2020.

[7]   Jing-Xuan Zhang, Zhen-Hua Ling, and Li-Rong Dai, "Non-Parallel Sequence-to-Sequence Voice Conversion with Disentangled Linguistic and Speaker Representations", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 540-552, 2020.

[8]   Jing-Xuan Zhang, Zhen-Hua Ling, and Li-Rong Dai, "Non-Parallel Sequence-to-Sequence Voice Conversion with Disentangled Linguistic and Speaker Representations", IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28, pp. 540-552, 2020.

[9]   Xiao Zhou, Zhen-Hua Ling , and Li-Rong Dai, "Learning and Modeling Unit Embeddings Using Deep Neural Networks for Unit Selection Based Mandarin Speech Synthesis", ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 19, no. 3, 2020.

[10]   Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng and Daxin Jiang, "MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding", in Proc. ACL, pp. 3682-3692, 2021.

[11]   Jia-Chen Gu, Hui Liu, Zhen-Hua Ling, Quan Liu, Zhigang Chen and Xiaodan Zhu, "Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots", in Proc. SIGIR, pp. 565–574, 2021.

[12]   Jing-Xuan Zhang, Korin Richmond, Zhen-Hua Ling, and Li-Rong Dai, "TaLNet: Voice Reconstruction from Tongue and Lip Articulation with Transfer Learning from Text-to-Speech Synthesis," in Proc. AAAI, pp. 14402-14410, 2021.

[13]   Run-Ze Wang, Zhen-Hua Ling, Jing-Bo Zhou, and Yu Hu, "Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing," in Proc. AAAI, pp. 13979-13987, 2021.

 

l     已申请发明专利  1  0余项，部分获授权专利如下。

1．一种基于受限玻尔兹曼机的语音合成方法  201310099895.4  发明  2015-06-17

2．一种基于受限玻尔兹曼机的联合频谱建模的声音转换方法  201310360234.2  发明  2016-02-03

3．基于动态剪枝束宽预测的语音识别效率优化方法  201610214520.1  发明     2020-01-03

4．一种融合单词语义知识的神经网络自然语言推理方法  201710842371.8  发明  2020-03-24