Partial AUC Metric Learning Based Speaker Verification Back-End

Bayesian distance metric learning on i-vector for speaker verification

10.21437/interspeech.2013-421 ◽

2013 ◽

Author(s):

Xiao Fang ◽

Najim Dehak ◽

James Glass

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Distance Metric Learning ◽

Distance Metric

Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification

2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) ◽

10.1109/asru46091.2019.9003995 ◽

2019 ◽

Author(s):

Junyi Peng ◽

Rongzhi Gu ◽

Yuexian Zou

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Affinity Matrix ◽

Similarity Metric ◽

Deep multi-metric learning for text-independent speaker verification

Neurocomputing ◽

10.1016/j.neucom.2020.06.045 ◽

2020 ◽

Vol 410 ◽

pp. 394-400 ◽

Author(s):

Jiwei Xu ◽

Xinggang Wang ◽

Bin Feng ◽

Wenyu Liu

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Cosine Metric Learning for Speaker Verification in the I-vector Space

10.21437/interspeech.2018-1593 ◽

2018 ◽

Author(s):

Zhongxin Bai ◽

Xiao-Lei Zhang ◽

Jingdong Chen

Keyword(s):

Vector Space ◽

Speaker Verification ◽

Metric Learning

Large margin nearest neighborhood metric learning for i-vector based speaker verification

2014 48th Asilomar Conference on Signals, Systems and Computers ◽

10.1109/acssc.2014.7094566 ◽

2014 ◽

Author(s):

Waquar Ahmad ◽

Harish Karnick ◽

Rajesh M. Hegde

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Large Margin ◽

Nearest Neighborhood

A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification

Statistical Language and Speech Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-030-59430-5_11 ◽

2020 ◽

pp. 137-148

Author(s):

Juan M. Coria ◽

Hervé Bredin ◽

Sahar Ghannay ◽

Sophie Rosset

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Loss Functions ◽

Learning Loss ◽

End To End

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Lecture Notes on Data Engineering and Communications Technologies ◽

Multi-task Metric Learning for Text-independent Speaker Verification

10.1007/978-3-030-89698-0_109 ◽

2022 ◽

pp. 1064-1073

Author(s):

Yafeng Chen ◽

Wu Guo ◽

Jingjing Shi ◽

Jiajun Qi ◽

Tan Liu

Keyword(s):

Speaker Verification ◽

Metric Learning ◽

Deep Nonlinear Metric Learning for Speaker Verification in the I-Vector Space

IEICE Transactions on Information and Systems ◽

10.1587/transinf.2016edl8106 ◽

2017 ◽

Vol E100.D (1) ◽

pp. 215-219 ◽

Author(s):

Yong FENG ◽

Qingyu XIONG ◽

Weiren SHI

Keyword(s):

Vector Space ◽

Speaker Verification ◽

Metric Learning

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Partial AUC Optimization Based Deep Speaker Embeddings with Class-Center Learning for Text-Independent Speaker Verification

10.1109/icassp40776.2020.9053674 ◽

2020 ◽

Author(s):

Zhongxin Bai ◽

Xiao-Lei Zhang ◽

Jingdong Chen

Keyword(s):

Speaker Verification ◽

Partial Auc ◽

Auc Optimization ◽