Title:
SPEAKER CONFIRMATION METHOD AND DEVICE
Document Type and Number:
WIPO Patent Application WO/2018/176894
Kind Code:
A1
Abstract:
A speaker confirmation method and device. The method comprises: obtaining a second voice (S1); converting a first voice obtained in advance and the second voice into a corresponding first sound spectrogram and second sound spectrogram (S2); performing feature extraction on the first sound spectrogram and the second sound spectrogram by using a convolutional neural network to obtain corresponding first features and second features (S3); performing feature extraction on the first features and the second features by using a time delay neural network to obtain corresponding third features and fourth features (S4); and confirming a speaker according to the third features and the fourth features (S5).
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Inventors:
LI LANTIAN (CN)
WANG DONG (CN)
ZHENG FANG (CN)
WANG DONG (CN)
ZHENG FANG (CN)
Application Number:
PCT/CN2017/114293
Publication Date:
October 04, 2018
Filing Date:
December 01, 2017
Export Citation:
Assignee:
UNIV TSINGHUA (CN)
International Classes:
G10L17/02
Foreign References:
CN107146624A | 2017-09-08 | |||
CN106326939A | 2017-01-11 | |||
CN104903954A | 2015-09-09 | |||
CN102201236A | 2011-09-28 | |||
EP2897076A1 | 2015-07-22 |
Other References:
HU, QING ET AL: "Speaker recognition algorithm based on convolutional neural networks", NETINFO SECURITY, no. 4, 30 April 2016 (2016-04-30), pages 57 - 59, ISSN: 1671-1112
PEGAH GHAHREMANI: "Acoustic modeling from the signal domain using CNNs", INTERSPEECH 2016, 12 September 2016 (2016-09-12), pages 3434 - 3437, XP055611812, DOI: 10.21437/Interspeech.2016-1495
PEGAH GHAHREMANI: "Acoustic modeling from the signal domain using CNNs", INTERSPEECH 2016, 12 September 2016 (2016-09-12), pages 3434 - 3437, XP055611812, DOI: 10.21437/Interspeech.2016-1495
Attorney, Agent or Firm:
CN-KNOWHOW INTELLECTUAL PROPERTY AGENT LIMITED (CN)
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