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HYPERARTICULATION DETECTION IN REPETITIVE VOICE QU

2022-10-26 来源:步旅网
专利内容由知识产权出版社提供

专利名称:HYPERARTICULATION DETECTION IN

REPETITIVE VOICE QUERIES USING PAIRWISECOMPARISON FOR IMPROVED SPEECHRECOGNITION

发明人:Ranjitha Gurunath Kulkarni,Ahmed Moustafa

El Kholy,Ziad Al Bawab,Noha Alon,ImedZitouni

申请号:US15624451申请日:20170615

公开号:US20180254035A1公开日:20180906

专利附图:

摘要:Automatic speech recognition systems can benefit from cues in user voice suchas hyperarticulation. Traditional approaches typically attempt to define and detect anabsolute state of hyperarticulation, which is very difficult, especially on short voicequeries. This disclosure provides for an approach for hyperarticulation detection usingpair-wise comparisons and on a real-world speech recognition system. The disclosedapproach uses delta features extracted from a pair of repetitive user utterances. Theimprovements provided by the disclosed systems and methods include improvements inword error rate by using hyperarticulation information as a feature in a second pass N-best hypotheses rescoring setup.

申请人:Microsoft Technology Licensing, LLC

地址:Redmond WA US

国籍:US

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