公开(公告)号：US20070033004A1

公开(公告)日：2007-02-08

申请号：US11188825

申请日：2005-07-25

申请人： Srinivas Bangalore ,  Mazin Gilbert ,  Narendra Gupta

发明人： Srinivas Bangalore ,  Mazin Gilbert ,  Narendra Gupta

IPC分类号： G06F17/27

CPC分类号： G10L15/183 ,  G06F17/2818 ,  G10L15/14 ,  G10L15/19

摘要： Disclosed herein are systems and methods to incorporate human knowledge when developing and using statistical models for natural language understanding. The disclosed systems and methods embrace a data-driven approach to natural language understanding which progresses seamlessly along the continuum of availability of annotated collected data, from when there is no available annotated collected data to when there is any amount of annotated collected data.

摘要翻译： 这里公开的是在开发和使用自然语言理解的统计模型时将人类知识结合在一起的系统和方法。 所公开的系统和方法包含一种数据驱动的自然语言理解方法，其从注释收集的数据的可用性的连续性无缝地进行，从没有可用的注释收集的数据到当有任何数量的注释收集的数据时。

公开(公告)号：US20060100971A1

公开(公告)日：2006-05-11

申请号：US11268203

申请日：2005-11-07

申请人： Srinivas Bangalore

发明人： Srinivas Bangalore

IPC分类号： G06F15/18 ,  G06N5/00 ,  G06N5/02 ,  G06F17/00

CPC分类号： G06N5/025 ,  G06F17/27 ,  G06N5/02 ,  G06N99/005

摘要： A system, a method, and a machine-readable medium are provided. A group of linear rules and associated weights are provided as a result of machine learning. Each one of the group of linear rules is partitioned into a respective one of a group of types of rules. A respective transducer for each of the linear rules is compiled. A combined finite state transducer is created from a union of the respective transducers compiled from the linear rules.

摘要翻译： 提供了一种系统，方法和机器可读介质。 作为机器学习的结果，提供了一组线性规则和关联权重。 一组线性规则中的每一个被划分成一组类型的规则中的相应的一个。 编译每个线性规则的相应换能器。 从由线性规则编译的各个换能器的联合产生组合的有限状态换能器。

公开(公告)号：US20050135571A1

公开(公告)日：2005-06-23

申请号：US10742466

申请日：2003-12-19

申请人： Srinivas Bangalore ,  Mazin Rahim ,  Junlan Feng

发明人： Srinivas Bangalore ,  Mazin Rahim ,  Junlan Feng

IPC分类号： H04M3/493 ,  H04M7/00 ,  H04M1/64

CPC分类号： G06F17/243 ,  G06Q10/06311 ,  G06Q30/0201 ,  G06Q30/0635 ,  H04L12/6418 ,  H04M3/4938 ,  H04M7/0009 ,  H04M7/0036 ,  H04M2201/40 ,  H04M2201/60 ,  H04M2203/355

摘要： A system and method provides a natural language interface to world-wide web content. Either in advance or dynamically, webpage content is parsed using a parsing algorithm. A person using a telephone interface can provide speech information, which is converted to text and used to automatically fill in input fields on a webpage form. The form is then submitted to a database search and a response is generated. Information contained on the responsive webpage is extracted and converted to speech via a text-to-speech engine and communicated to the person.

摘要翻译： 系统和方法为世界各地的Web内容提供了一种自然语言界面。 提前或动态地，使用解析算法解析网页内容。 使用电话接口的人可以提供语音信息，其被转换成文本并用于自动填写网页表单上的输入字段。 然后将表单提交到数据库搜索，并生成响应。 包含在响应网页上的信息被提取并经由文本到语音引擎转换成语音，并传达给该人。

公开(公告)号：US06317707B1

公开(公告)日：2001-11-13

申请号：US09207326

申请日：1998-12-07

申请人： Srinivas Bangalore ,  Giuseppe Riccardi

发明人： Srinivas Bangalore ,  Giuseppe Riccardi

IPC分类号： G06F1727

CPC分类号： G06F17/274 ,  G06F17/2765 ,  G06F17/277 ,  G06K9/6282

摘要： In a method of learning grammar from a corpus, context words are identified from a corpus. For the other non-context words, the method counts the occurrence of predetermined relationships which the context words, and maps the counted occurrences to a multidimensional frequency space. Clusters are grown from the frequency vectors. The clusters represent classes of words; words in the same cluster possess the same lexical significancy and provide an indicator of grammatical structure.

摘要翻译： 在从语料库学习语法的方法中，从语料库中识别语境词。 对于其他非上下文单词，该方法计算上下文单词的预定关系的发生，并将计数的出现映射到多维频率空间。 群体从频率向量生长。 集群表示单词类; 同一集群中的词具有相同的词汇意义，并提供了语法结构的指标。

公开(公告)号：US09679561B2

公开(公告)日：2017-06-13

申请号：US13072920

申请日：2011-03-28

申请人： Srinivas Bangalore ,  Robert Bell ,  Diamantino Antonio Caseiro ,  Mazin Gilbert ,  Patrick Haffner

发明人： Srinivas Bangalore ,  Robert Bell ,  Diamantino Antonio Caseiro ,  Mazin Gilbert ,  Patrick Haffner

IPC分类号： G10L15/183 ,  G10L15/30 ,  G10L15/22 ,  G10L15/06 ,  G10L15/065

CPC分类号： G10L15/183 ,  G10L15/06 ,  G10L15/065 ,  G10L15/22 ,  G10L15/30 ,  G10L2015/0635 ,  G10L2015/0636 ,  G10L2015/228

摘要： Disclosed herein are systems, methods, and non-transitory computer-readable storage media for generating domain-specific speech recognition models for a domain of interest by combining and tuning existing speech recognition models when a speech recognizer does not have access to a speech recognition model for that domain of interest and when available domain-specific data is below a minimum desired threshold to create a new domain-specific speech recognition model. A system configured to practice the method identifies a speech recognition domain and combines a set of speech recognition models, each speech recognition model of the set of speech recognition models being from a respective speech recognition domain. The system receives an amount of data specific to the speech recognition domain, wherein the amount of data is less than a minimum threshold to create a new domain-specific model, and tunes the combined speech recognition model for the speech recognition domain based on the data.

公开(公告)号：US09076146B2

公开(公告)日：2015-07-07

申请号：US12905172

申请日：2010-10-15

申请人： Junlan Feng ,  Srinivas Bangalore ,  Michael James Robert Johnston ,  Taniya Mishra

发明人： Junlan Feng ,  Srinivas Bangalore ,  Michael James Robert Johnston ,  Taniya Mishra

IPC分类号： G06Q30/00 ,  G06Q10/00 ,  G06Q30/02 ,  G06Q30/06

CPC分类号： G06F17/30345 ,  G06Q10/00 ,  G06Q30/00 ,  G06Q30/014 ,  G06Q30/0282 ,  G06Q30/04 ,  G06Q30/0601 ,  G06Q30/0631 ,  H04L67/22 ,  H04L67/306

摘要： Aggregating information includes configuring, by at least one processor, a user profile that indicates user preferences for aggregated information. The at least one processor monitors information sources including the World Wide Web, business websites of interest, and online social media, based on the user preferences. Data obtained from the information sources is presented, based on the monitoring, by the at least one processor, in accordance with a presentation format, as the aggregated information, based on the user preferences. The at least one processor triggers updating of the presented aggregated information based on a change to the data at least one of the information sources and a change to the user profile.

摘要翻译： 聚合信息包括由至少一个处理器配置指示聚合信息的用户偏好的用户简档。 至少一个处理器基于用户偏好来监视包括万维网，感兴趣的商业网站和在线社交媒体的信息源。 基于信息源获得的数据，基于由至少一个处理器根据用户偏好根据呈现格式作为聚合信息的监视来呈现。 所述至少一个处理器基于对所述数据的至少一个信息源的改变以及对所述用户简档的改变来触发对所呈现的聚合信息的更新。

公开(公告)号：US08924194B2

公开(公告)日：2014-12-30

申请号：US11425269

申请日：2006-06-20

申请人： Srinivas Bangalore

发明人： Srinivas Bangalore

IPC分类号： G06F17/20 ,  G06F17/28 ,  G06Q30/02

CPC分类号： G06F17/289 ,  G06F17/20 ,  G06F17/275 ,  G06F17/28 ,  G06Q30/02 ,  G06Q30/0241 ,  G06Q30/0271 ,  G10L13/08

摘要： In an embodiment of a messaging system, a method for presenting a commercial message to a user is provided. A target language in which the user is comfortable communicating may be determined based on at least one communication received by the user or at least one communication provided by the user. The commercial message may be presented to the user in the target language.

摘要翻译： 在消息系统的实施例中，提供了向用户呈现商业消息的方法。 可以基于由用户接收的至少一个通信或由用户提供的至少一个通信来确定用户舒适通信的目标语言。 商业消息可以以目标语言呈现给用户。

公开(公告)号：US08831944B2

公开(公告)日：2014-09-09

申请号：US12638649

申请日：2009-12-15

申请人： Srinivas Bangalore ,  Taniya Mishra

发明人： Srinivas Bangalore ,  Taniya Mishra

IPC分类号： G10L15/14 ,  G10L15/08 ,  G06F17/30

CPC分类号： G10L15/18 ,  G06F17/30637 ,  G06F17/30663 ,  G10L15/083

摘要： Disclosed herein are systems, methods, and computer-readable storage media for performing a search. A system configured to practice the method first receives from an automatic speech recognition (ASR) system a word lattice based on speech query and receives indexed documents from an information repository. The system composes, based on the word lattice and the indexed documents, at least one triple including a query word, selected indexed document, and weight. The system generates an N-best path through the word lattice based on the at least one triple and re-ranks ASR output based on the N-best path. The system aggregates each weight across the query words to generate N-best listings and returns search results to the speech query based on the re-ranked ASR output and the N-best listings. The lattice can be a confusion network, the arc density of which can be adjusted for a desired performance level.

摘要翻译： 本文公开了用于执行搜索的系统，方法和计算机可读存储介质。 配置为实施该方法的系统首先从自动语音识别（ASR）系统接收基于语音查询的字格，并从信息库接收索引的文档。 该系统基于字格和索引文档，组合至少一个包括查询词，选择的索引文档和权重的三元组。 该系统基于至少一个三重生成通过该字格的N个最佳路径，并且基于该N最佳路径重新排列ASR输出。 系统通过查询字聚合每个权重，以产生N最佳列表，并根据重新排列的ASR输出和N最佳列表将搜索结果返回给语音查询。 晶格可以是混淆网络，其电弧密度可以针对期望的性能水平进行调整。

公开(公告)号：US08805668B2

公开(公告)日：2014-08-12

申请号：US12897149

申请日：2010-10-04

申请人： Srinivas Bangalore ,  David Crawford Gibbon ,  Mazin Gilbert ,  Patrick Guy Haffner ,  Zhu Liu ,  Behzad Shahraray

发明人： Srinivas Bangalore ,  David Crawford Gibbon ,  Mazin Gilbert ,  Patrick Guy Haffner ,  Zhu Liu ,  Behzad Shahraray

IPC分类号： G06F17/28

CPC分类号： G06F17/289

摘要： In an embodiment, a method of providing an on demand translation service is provided. A subscriber may be charged a reduced fee or no fee for use of the on demand translation service in exchange for displaying commercial messages to the subscriber, the commercial messages being selected based on subscriber information. A multimedia signal including information in a source language may be received. The information may be obtained as text in the source language from the multimedia signal. The text may be translated from the source language to a target language. Translated information, based on the translated text, may be transmitted to a processing device for presentation to the subscriber. The received multimedia signal may be sent to a multimedia device for viewing.

摘要翻译： 在一个实施例中，提供了提供按需翻译服务的方法。 用户可能被收取减少的费用或不使用按需翻译服务的费用，以便向订户显示商业消息，基于用户信息选​​择商业消息。 可以接收包括源语言的信息的多媒体信号。 可以从多媒体信号中获取源语言中的文本信息。 文本可以从源语言翻译成目标语言。 基于翻译的文本的翻译信息可以被发送到处理设备以呈现给订阅者。 所接收的多媒体信号可以被发送到多媒体设备以供观看。

公开(公告)号：US08799279B2

公开(公告)日：2014-08-05

申请号：US12347513

申请日：2008-12-31

申请人： Ilija Zeljkovic ,  Srinivas Bangalore ,  Patrick Haffner ,  Jay Wilpon

发明人： Ilija Zeljkovic ,  Srinivas Bangalore ,  Patrick Haffner ,  Jay Wilpon

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/30867 ,  G06F17/30011 ,  G06F17/30648 ,  G06F17/3071 ,  G06F17/30864 ,  G06N99/005

摘要： A method and apparatus for using a classifier for processing a query are disclosed. For example, the method receives a query from a user, and processes the query to locate one or more documents in accordance with a search engine having a discriminative classifier, wherein the discriminative classifier is trained with a plurality of artificial query examples. The method then presents a result of the processing to the user.

摘要翻译： 公开了一种使用分类器处理查询的方法和装置。 例如，该方法从用户接收查询，并且根据具有辨别性分类器的搜索引擎处理该查询以定位一个或多个文档，其中用多个人工查询示例训练该辨别分类器。 该方法然后向用户呈现处理的结果。