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Home / Proceedings / Proceedings of the AAAI Conference on Artificial Intelligence, 35 / No. 18: AAAI-21 Student Papers and Demonstrations

A Health-friendly Speaker Verification System Supporting Mask Wearing

February 1, 2023

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Authors

Chaotao Chen

WeBank Co Ltd


Di Jiang

WeBank Co Ltd


Jinhua Peng

WeBank Co Ltd


Rongzhong Lian

WeBank Co Ltd


Chen Jason Zhang

The Hong Kong University of Science and Technology


Qian Xu

WeBank Co Ltd


Lixin Fan

WeBank Co Ltd


Qiang Yang

The Hong Kong University of Science and Technology


DOI:

10.1609/aaai.v35i18.17994


Abstract:

We demonstrate a health-friendly speaker verification system for voice-based identity verification on mobile devices. The system is built upon a speech processing module, a ResNet-based local acoustic feature extractor and a multi-head attention-based embedding layer, and is optimized under an additive margin softmax loss for discriminative speaker verification. It is shown that the system achieves superior performance no matter whether there is mask wearing or not. This characteristic is important for speaker verification services operating in regions affected by the raging coronavirus pneumonia. With this demonstration, the audience will have an in-depth experience of how the accuracy of bio-metric verification and the personal health are simultaneously ensured. We wish that this demonstration would boost the development of next-generation bio-metric verification technologies.

Topics: AAAI

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HOW TO CITE:

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang A Health-friendly Speaker Verification System Supporting Mask Wearing Proceedings of the AAAI Conference on Artificial Intelligence (2021) 16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang A Health-friendly Speaker Verification System Supporting Mask Wearing AAAI 2021, 16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang (2021). A Health-friendly Speaker Verification System Supporting Mask Wearing. Proceedings of the AAAI Conference on Artificial Intelligence, 16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. A Health-friendly Speaker Verification System Supporting Mask Wearing. Proceedings of the AAAI Conference on Artificial Intelligence 2021 p.16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. 2021. A Health-friendly Speaker Verification System Supporting Mask Wearing. "Proceedings of the AAAI Conference on Artificial Intelligence". 16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. (2021) "A Health-friendly Speaker Verification System Supporting Mask Wearing", Proceedings of the AAAI Conference on Artificial Intelligence, p.16004-16006

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang, "A Health-friendly Speaker Verification System Supporting Mask Wearing", AAAI, p.16004-16006, 2021.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. "A Health-friendly Speaker Verification System Supporting Mask Wearing". Proceedings of the AAAI Conference on Artificial Intelligence, 2021, p.16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. "A Health-friendly Speaker Verification System Supporting Mask Wearing". Proceedings of the AAAI Conference on Artificial Intelligence, (2021): 16004-16006.

Chaotao Chen||Di Jiang||Jinhua Peng||Rongzhong Lian||Chen Jason Zhang||Qian Xu||Lixin Fan||Qiang Yang. A Health-friendly Speaker Verification System Supporting Mask Wearing. AAAI[Internet]. 2021[cited 2023]; 16004-16006.


ISSN: 2374-3468


Published by AAAI Press, Palo Alto, California USA
Copyright 2022, Association for the Advancement of
Artificial Intelligence 1900 Embarcadero Road, Suite
101, Palo Alto, California 94303 All Rights Reserved

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