期刊论文、会议论文

Zeng, C.

英文

Advances in Intelligent Systems and Computing

2194-5357

2021

1264

390-399

23rd International Conference on Network-Based Information Systems, NBiS 2020

Advances in Networked-Based Information Systems

31 August 2020 through 2 September 2020

Leonard Barolli<&wdkj&>Kin Fun Li<&wdkj&>Tomoya Enokido<&wdkj&>Makoto Takizawa

Springer, Cham

978-3-030-57810-7

10.1007/978-3-030-57811-4_38

Acknowledgements. This research was supported by National Natural Science Foundation of China (No.61901165, 61501199), Science and Technology Research Project of Hubei Education Department (No. Q20191406), Hubei Natural Science Foundation (No. 2017CFB683), and self-determined research funds of CCNU from the colleges’ basic research and operation of MOE (No. CCNU20ZT010).

本校为第一机构

Speaker recognition is a biometric modality which utilize speaker’s speech segments to recognize identity, determining whether the test speaker belongs to one of the enrolled speakers. In order to improve the robustness of i-vector framework on cross-channel conditions and explore the nova method for applying deep learning to speaker recognition, the Stacked Auto-encoders is applied to get the abstract extraction of the i-vector instead of applying PLDA. After pre-processing and feature extraction, the speaker and channel independent speeches ...