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Method for updating voiceprint feature model and terminal

机译:声纹特征模型的更新方法及终端

摘要

A method for updating a voiceprint feature model and a terminal. The method comprises: obtaining an original audio stream comprising at least one speaker (S101); obtaining the respective audio stream of each speaker in the at least one speaker in the original audio stream according to a preset speaker segmentation and clustering algorithm (S102); matching the respective audio stream of each speaker in the at least one speaker with an original voiceprint feature model, so as to obtain the successfully-matched audio stream (S103); and using the successfully-matched audio stream as an additional audio stream training sample used for generating the original voiceprint feature model, and updating the original voiceprint feature model (S104). According to the present invention, the valid audio stream during a conversation process is adaptively extracted and used as the additional audio stream training sample, and the additional audio stream training sample is used for dynamically correcting the original voiceprint feature model, thus achieving a purpose of improving the precision of the voiceprint feature model and the accuracy of recognition under the premise of high practicability.
机译:一种更新声纹特征模型的方法和终端。该方法包括:获得包括至少一个扬声器的原始音频流(S101);以及根据预设的说话人分割和聚类算法,获取原始音频流中至少一个说话人中每个说话人的各自的音频流(S102);将所述至少一个扬声器中的每个扬声器的音频流与原始的声纹特征模型进行匹配,以获得匹配成功的音频流(S103);然后,将成功匹配的音频流用作用于生成原始声纹特征模型并更新原始声纹特征模型的附加音频流训练样本(S104)。根据本发明,自适应地提取通话过程中的有效音频流,并将其作为附加音频流训练样本,并将该附加音频流训练样本用于动态校正原始声纹特征模型,从而达到目的。在高度实用的前提下,提高了声纹特征模型的精度和识别精度。

著录项

  • 公开/公告号AU2013289660B2

    专利类型

  • 公开/公告日2016-06-30

    原文格式PDF

  • 申请/专利权人 HUAWEI DEVICE CO. LTD.;

    申请/专利号AU20130289660

  • 发明设计人 LU TING;

    申请日2013-07-08

  • 分类号G10L15/02;G10L17/04;

  • 国家 AU

  • 入库时间 2022-08-21 14:20:13

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