Invention Grant
- Patent Title: Speech emotion recognition method and system based on fused population information
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Application No.: US17845908Application Date: 2022-06-21
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Publication No.: US11837252B2Publication Date: 2023-12-05
- Inventor: Taihao Li , Shukai Zheng , Yulong Liu , Guanxiong Pei , Shijie Ma
- Applicant: Zhejiang Lab
- Applicant Address: CN Zhejiang
- Assignee: Zhejiang Lab
- Current Assignee: Zhejiang Lab
- Current Assignee Address: CN Zhejiang
- Agency: JCIPRNET
- Priority: CN 2110322720.X 2021.03.26
- Main IPC: G10L25/63
- IPC: G10L25/63 ; G10L25/18 ; G10L25/21 ; G10L25/30

Abstract:
The present invention discloses a speech emotion recognition method and system based on fused population information. The method includes the following steps: S1: acquiring a user's audio data; S2: preprocessing the audio data, and obtaining a Mel spectrogram feature; S3: cutting off a front mute segment and a rear mute segment of the Mel spectrogram feature; S4: obtaining population depth feature information through a population classification network; S5: obtaining Mel spectrogram depth feature information through a Mel spectrogram preprocessing network; S6: fusing the population depth feature information and the Mel spectrogram depth feature information through SENet to obtain fused information; and S7: obtaining an emotion recognition result from the fused information through a classification network.
Public/Granted literature
- US20220328065A1 SPEECH EMOTION RECOGNITION METHOD AND SYSTEM BASED ON FUSED POPULATION INFORMATION Public/Granted day:2022-10-13
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