首页> 外国专利> METHOD FOR UPDATING VOICEPRINT FEATURE MODEL AND TERMINAL

METHOD FOR UPDATING VOICEPRINT FEATURE MODEL AND TERMINAL

机译:更新语音特征模型和终端的方法

摘要

The present invention is applicable to the field of voice recognition technologies, and provides a method for updating a voiceprint feature model and a terminal. The method includes: obtaining an original audio stream including at least one speaker; obtaining a respective audio stream of each speaker of the at least one speaker in the original audio stream according to a preset speaker segmentation and clustering algorithm; separately matching the respective audio stream of each speaker of the at least one speaker with an original voiceprint feature model, to obtain a successfully matched audio stream; and using the successfully matched audio stream as an additional audio stream training sample for generating the original voiceprint feature model, and updating the original voiceprint feature model. In the present invention, a valid audio stream during a call is adaptively extracted and used as the additional audio stream training sample, so as to dynamically correct the original voiceprint feature model, thereby achieving a purpose of improving precision of the voiceprint feature model and recognition accuracy under a premise of relatively high practicability.
机译:本发明适用于语音识别技术领域,提供了一种更新声纹特征模型的方法及终端。该方法包括:获得包括至少一个扬声器的原始音频流;以及根据预设的说话人分割和聚类算法,获得所述原始音频流中至少一个说话人的每个说话人的各自的音频流;将至少一个扬声器的每个扬声器的各自音频流分别与原始的声纹特征模型匹配,以获得成功匹配的音频流;并将成功匹配的音频流用作附加的音频流训练样本,以生成原始的声纹特征模型并更新原始的声纹特征模型。本发明通过自适应地提取通话过程中的有效音频流作为附加音频流训练样本,以动态校正原始声纹特征模型,从而达到提高声纹特征模型和识别精度的目的。精度在较高实用性的前提下。

著录项

  • 公开/公告号EP2821992B1

    专利类型

  • 公开/公告日2018-02-14

    原文格式PDF

  • 申请/专利权人 HUAWEI DEVICE (DONGGUAN) CO. LTD.;

    申请/专利号EP20130816191

  • 发明设计人 LU TING;

    申请日2013-07-08

  • 分类号G10L15/02;G10L17/04;G10L15/07;G10L15/14;G10L17/02;G10L15/06;

  • 国家 EP

  • 入库时间 2022-08-21 13:18:13

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