公开(公告)号：US20150081300A1

公开(公告)日：2015-03-19

申请号：US14256386

申请日：2014-04-18

Applicant: ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE

Inventor： Dong-Hyun Kim

IPC: G10L17/10

CPC classification number: G10L15/07 ,  G10L2015/228

Abstract: An embodiment of the present invention relates to a speech recognition system and method using incremental device-based acoustic model adaptation. The speech recognition system comprises a model selection module selecting an acoustic model of multi-model tree by verifying and categorizing a device key transmitted from a user device; a model management module generating and incrementally adapting multi-model tree by categorizing voice data based on a user device; and a speech recognition module performing speech recognition by receiving the acoustic model selected from the model selection module and transmitting data of which reliability exceeds a predetermined threshold value to the model management module

Abstract translation: 本发明的实施例涉及一种使用基于增量设备的声学模型适应的语音识别系统和方法。 语音识别系统包括模型选择模块，通过对从用户设备发送的设备密钥进行验证和分类来选择多模型树的声学模型; 模型管理模块通过基于用户设备对语音数据进行分类来生成并递增地适配多模型树; 以及语音识别模块，通过接收从所述模型选择模块中选择的声学模型并将可靠性超过预定阈值的数据发送到模型管理模块来执行语音识别