Generating topic-specific language models

    公开(公告)号:US10559301B2

    公开(公告)日:2020-02-11

    申请号:US15843846

    申请日:2017-12-15

    IPC分类号: G10L15/183 G10L15/197

    摘要: Speech recognition may be improved by generating and using a topic specific language model. A topic specific language model may be created by performing an initial pass on an audio signal using a generic or basis language model. A speech recognition device may then determine topics relating to the audio signal based on the words identified in the initial pass and retrieve a corpus of text relating to those topics. Using the retrieved corpus of text, the speech recognition device may create a topic specific language model. In one example, the speech recognition device may adapt or otherwise modify the generic language model based on the retrieved corpus of text.

    Generating Topic-Specific Language Models
    2.
    发明申请

    公开(公告)号:US20190035388A1

    公开(公告)日:2019-01-31

    申请号:US15843846

    申请日:2017-12-15

    IPC分类号: G10L15/183

    摘要: Speech recognition may be improved by generating and using a topic specific language model. A topic specific language model may be created by performing an initial pass on an audio signal using a generic or basis language model. A speech recognition device may then determine topics relating to the audio signal based on the words identified in the initial pass and retrieve a corpus of text relating to those topics. Using the retrieved corpus of text, the speech recognition device may create a topic specific language model. In one example, the speech recognition device may adapt or otherwise modify the generic language model based on the retrieved corpus of text.

    Generating Topic-Specific Language Models
    3.
    发明申请

    公开(公告)号:US20200312310A1

    公开(公告)日:2020-10-01

    申请号:US16728476

    申请日:2019-12-27

    IPC分类号: G10L15/183

    摘要: Speech recognition may be improved by generating and using a topic specific language model. A topic specific language model may be created by performing an initial pass on an audio signal using a generic or basis language model. A speech recognition device may then determine topics relating to the audio signal based on the words identified in the initial pass and retrieve a corpus of text relating to those topics. Using the retrieved corpus of text, the speech recognition device may create a topic specific language model. In one example, the speech recognition device may adapt or otherwise modify the generic language model based on the retrieved corpus of text.