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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Xiangang Li, Xihong Wu, "Constructing long short-term memory based deep recurrent neural networks for large vocabulary speech recognition." ICASSP 2015.
D. Amodei, R. Anubhai, E. Battenberg, C. Case, J. Casper, B. Catanzaro, J. Chen, M. Chrzanowski, A. Coates, G. Diamos, E. Elsen, J. Engel, L. Fan, C. Fougner, A. Hannun, B. Jun, T. Han, P. LeGresley, X. Li, L. Lin, S. Narang, A. Y. Ng, S. Ozair, R. Prenger, S. Qian, J. Raiman, S. Satheesh, D. Seetapun, S. Sengupta, C. Wang, Y. Wang, Z. Wang, B. Xiao, Y. Xie, D. Yogatama, J. Zhan, Z. Zhu, "Deep Speech 2 : End-to-End Speech Recognition in English and Mandarin." ICML 2016: 173-182.
C. Li, X. Ma, B. Jiang, X. Li, X. Zhang, X. Liu, Y. Cao, A. Kannan, Z. Zhu. (2017). "Deep speaker: an end-to-end neural speaker embedding system." arXiv preprint arXiv:1705.02304.
Hairong Liu, Zhenyao Zhu, Xiangang Li, Sanjeev Satheesh, "Gram-CTC: Automatic unit selection and target decomposition for sequence labelling." ICML 2017.
Haiyang Xu, Hui Zhang, Kun Han, Yun Wang, Yiping Peng, Xiangang Li, "Learning alignment for multimodal emotion recognition from speech." interspeech 2019.
Dongwei Jiang, Xiaoning Lei, Wubo Li, Ne Luo, Yuxuan Hu, Wei Zou, Xiangang Li, (2019), "Improving transformer-based speech recognition using unsupervised pre-training." arXiv preprint arXiv:1910.09932.
G. Chen, S. Chai, G. Wang, J. Du, W. Zhang, C. Weng, D. Su, D. Povey, J. Trmal, J. Zhang, M. Jin, S. Khudanpur, S. Watanabe, S. Zhao, W. Zou, X. Li, X. Yao, Y. Wang, Y. Wang, Z. You, Z. Yan, (2021), "Gigaspeech: An evolving, multi-domain asr corpus with 10,000 hours of transcribed audio." arXiv preprint arXiv:2106.06909.
网络课程, 2020
语音信号处理(Speech Signal Processing),课程和宋辉老师一起开发,由深蓝学院维护
网络课程, 2020
语音算法:前沿与应用(speech technology: frontiers and applications),课程和guoguo chen一起开发,由深蓝学院维护(Warning, very out of date.)