发明名称 |
System and method for data-driven socially customized models for language generation |
摘要 |
Systems, methods, and computer-readable storage devices for generating speech using a presentation style specific to a user, and in particular the user's social group. Systems configured according to this disclosure can then use the resulting, personalized, text and/or speech in a spoken dialogue or presentation system to communicate with the user. For example, a system practicing the disclosed method can receive speech from a user, identify the user, and respond to the received speech by applying a personalized natural language generation model. The personalized natural language generation model provides communications which can be specific to the identified user. |
申请公布号 |
US9412358(B2) |
申请公布日期 |
2016.08.09 |
申请号 |
US201414275938 |
申请日期 |
2014.05.13 |
申请人 |
AT&T Intellectual Property I, L.P. |
发明人 |
Mishra Taniya;Conkie Alistair D.;Stoyanchev Svetlana |
分类号 |
G10L13/027;G10L15/18;G10L17/00 |
主分类号 |
G10L13/027 |
代理机构 |
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代理人 |
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主权项 |
1. A method comprising:
receiving speech from a user as part of a dialog between the user and a dialog system; identifying, via a processor configured to perform speech analysis, an identity of the user using characteristics of the speech, to yield a user identification; generating a personalized natural language generation model based on a stylistic analysis and the user identification, wherein the stylistic analysis is performed on a literary narrative, and wherein the stylistic analysis identifies connections between a personality independent quotation lattice, personality independent attributes, personality dependent attributes, and speakers within the literary narrative; and applying the personalized natural language generation model while performing, as part of the dialog, one of automatic speech recognition and natural language generation. |
地址 |
Atlanta GA US |