Title:
SPEECH EMOTION DETECTION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2019/037700
Kind Code:
A1
Abstract:
A speech emotion detection method and apparatus, a computer device, and a storage medium. The method comprises: obtaining speech data awaiting detection (102); dividing the speech data awaiting detection into speech frames, and extracting speech features corresponding to the speech frames to form a speech feature matrix (104); inputting the speech feature matrix to a trained emotional state probability detection model, and outputting an emotional state probability matrix corresponding to the speech data awaiting detection (106); inputting the emotional state probability matrix and the speech feature matrix to a trained emotional state transition model to obtain a corresponding emotional state sequence, the trained emotional state transition model comprising trained emotional state transition probability parameters (108); and determining an emotional state corresponding to the speech data awaiting detection according to the emotional state sequence (110).
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Inventors:
LIU HAIBO (CN)
Application Number:
PCT/CN2018/101450
Publication Date:
February 28, 2019
Filing Date:
August 21, 2018
Export Citation:
Assignee:
TENCENT TECH SHENZHEN CO LTD (CN)
International Classes:
G10L25/63; G10L15/02; G10L15/06; G10L25/03; G10L25/24
Domestic Patent References:
WO2017048730A1 | 2017-03-23 |
Foreign References:
CN108346436A | 2018-07-31 | |||
CN101930735A | 2010-12-29 | |||
CN106847309A | 2017-06-13 | |||
CN102890930A | 2013-01-23 | |||
CN103531207A | 2014-01-22 | |||
CN106782602A | 2017-05-31 | |||
US20150206543A1 | 2015-07-23 | |||
US20170069340A1 | 2017-03-09 |
Other References:
See also references of EP 3605537A4
Attorney, Agent or Firm:
DEQI INTELLECTUAL PROPERTY LAW CORPORATION (CN)
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