俞凱,中共黨員,上海交通大學計算機系教授,思必馳科技股份有限公司創始人兼首席科學家。清華大學學士(自動化)、清華大學碩士(模式識別及智慧型系統)、劍橋大學博士(語音識別),劍橋大學高級研究助理(Senior Research Associate),上海交通大學計算機系特別研究員。
基本介紹
人物經歷
研究方向
主要成就
- 譯著
- Yoshua Bengio 著,俞凱,吳科譯。人工智慧中的深度結構學習,機械工業出版社,2017。
- 俞棟,鄧力 著,俞凱,錢彥旻譯。解析深度學習:語音識別實踐,電子工業出版社,2016。
- 代表性論文
- Kai Yu, Zijian Zhao, Xueyang Wu, Hongtao Lin and Xuan Liu, Rich Short Text Conversation Using Semantic Key Controlled Sequence Generation, IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 8, pp. 1359-1368, Mar. 2018.
- Zhehuai Chen, Yimeng Zhuang, Yanmin Qian and Kai Yu. Phone Synchronous Speech Recognition with CTC Lattices. IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 1, 86-97, 2017.
- Tian Tan, Yanmin Qian and Kai Yu. Cluster Adaptive Training for Deep Neural Network Based Acoustic Model . IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, no. 3, 459-468, 2016.
- Kai Yu, Kai Sun, Lu Chen and Su Zhu. Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking. IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 23, no. 12, 2177-2188, 2015.
- Yuan Liu, Yanmin Qian, Nanxin Chen, Tianfan Fu and Kai Yu. Deep Feature for Text-dependent Speaker Verification. Speech Communication, vol. 73, 1-13, 2015.
- Kai Yu and Steve Young. Continuous F0 modelling for HMM based statistical parametric speech synthesis. IEEE Transactions on Audio, Speech and Language Processing, vol.19, no.5, 1071-1079, 2011.
- Kai Yu, Mark Gales, and Philip Woodland. Unsupervised adaptation with discriminative mapping transforms. IEEE Transactions on Audio, Speech and Language Processing, vol. 17, no. 4, 714-723, 2009.
- Kai Yu and Mark Gales. Bayesian adaptive inference and adaptive training. IEEE Transactions on Audio, Speech and Language Processing, vol. 15, no. 6, 1932-1943, 2007.