Method and system for speech emotion recognition

    公开(公告)号:US11133025B2

    公开(公告)日:2021-09-28

    申请号:US16677324

    申请日:2019-11-07

    Abstract: A method for speech emotion recognition for enriching speech to text communications between users in speech chat sessions including: implementing a speech emotion recognition model to enable converting observed emotions in speech samples to enrich text with visual emotion content by: generating a data set of speech samples with labels of a plurality of emotion classes; extracting a set of acoustic features from each of the emotion classes; generating a machine learning (ML) model based on the acoustic features and data set; training the ML model from acoustic features from speech samples during speech chat sessions; predicting emotion content based on a trained ML model in the observed speech; generating enriched text based on predicted emotion content of the trained ML model; and presenting the enriched text in speech to text communications between users in the chat session for visual notice of an observed emotion in the speech sample.

    ENHANCED TIMED TEXT IN VIDEO STREAMING
    3.
    发明申请
    ENHANCED TIMED TEXT IN VIDEO STREAMING 审中-公开
    在视频流中增强定时文本

    公开(公告)号:US20160191959A1

    公开(公告)日:2016-06-30

    申请号:US14985698

    申请日:2015-12-31

    Abstract: Timed text that is provided in a television broadcast or media stream can be enhanced to provide an improved user experience. A scrollable text window can be provided in a media player application, for example, that can allow the user to quickly “catchup” from a missed moment. The timed text may be enhanced to allow links to dictionaries, encyclopedias, online sources, thesauruses, translating services, and/or the like. Further implementations could use automated tools to automatically generate program summaries for watched or unwatched content.

    Abstract translation: 可以增强在电视广播或媒体流中提供的定时文本,以提供改进的用户体验。 可以在媒体播放器应用中提供可滚动文本窗口,例如,可以允许用户从错过的时刻快速地“追赶”。 可以增强定时文本以允许链接到词典,百科全书,在线来源,词典,翻译服务等。 进一步的实现可以使用自动化工具来自动生成观看或未修剪内容的程序摘要。

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