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31. 发明授权

US07506022B2 Web enabled recognition architecture 有权
标题翻译： Web启用识别架构
公开(公告)号：US07506022B2
公开(公告)日：2009-03-17
申请号：US09960232
申请日：2001-09-20
申请人： Kuansan Wang , Hsiao-Wuen Hon
发明人： Kuansan Wang , Hsiao-Wuen Hon
IPC分类号： G06F15/16 , G10L11/00
CPC分类号： G10L15/30 , G06F3/16 , G06F17/218 , H04M1/271 , H04M1/72561 , H04M3/493 , H04M3/4936 , H04M2207/40
摘要： A server/client system for processing data includes a network having a web server with information accessible remotely. A client device includes a microphone and a rendering component such as a speaker or display. The client device is configured to obtain the information from the web server and record input data associated with fields contained in the information. The client device is adapted to send the input data to a remote location with an indication of a grammar to use for recognition. A recognition server receives the input data and the indication of the grammar. The recognition server returns data indicative of what was recognized to at least one of the client and the web server.
摘要翻译：用于处理数据的服务器/客户端系统包括具有Web服务器的网络，其中信息可远程访问。客户端设备包括麦克风和诸如扬声器或显示器的渲染组件。客户端设备配置为从Web服务器获取信息并记录与包含在信息中的字段相关联的输入数据。客户端设备适于将输入数据发送到远程位置，并具有用于识别的语法指示。识别服务器接收输入数据和语法的指示。识别服务器返回表示对客户机和web服务器中的至少一个识别的内容的数据。

32. 发明申请

US20090006189A1 DISPLAYING OF ADVERTISEMENT-INFUSED THUMBNAILS OF IMAGES 审中-公开
标题翻译：显示广告投放图像的图像
公开(公告)号：US20090006189A1
公开(公告)日：2009-01-01
申请号：US11769518
申请日：2007-06-27
申请人： Lei Zhang , Wei-Ying Ma , Ruochi Zhang , Zhiwei Li , Hsiao-Wuen Hon , Heung-Yeung Shum
发明人： Lei Zhang , Wei-Ying Ma , Ruochi Zhang , Zhiwei Li , Hsiao-Wuen Hon , Heung-Yeung Shum
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0247 , G06Q30/0277
摘要： An image advertisement system of a computing device displays as part of a display page an advertisement-infused thumbnail of an image prior to displaying the image. The image advertisement system initially receives a display page with an indication of an image to be displayed as part of the display page. The image advertisement system generates an advertisement-infused thumbnail of the image by combining advertisement content with a thumbnail of the image. The image advertisement system then displays the display page with the advertisement-infused thumbnail of the image in place of the image. The image advertisement system then replaces the displayed advertisement-infused thumbnail with the image.
摘要翻译：计算设备的图像广告系统在显示图像之前，将图像的广告注入的缩略图显示为显示页面的一部分。图像广告系统最初接收具有作为显示页面的一部分显示的图像的指示的显示页面。图像广告系统通过将广告内容与图像的缩略图组合来生成图像的广告注入的缩略图。图像广告系统然后显示具有图像的广告输入的缩略图的显示页面来代替图像。然后，图像广告系统用图像代替显示的广告输入的缩略图。

33. 发明申请

US20070162408A1 Content Object Indexing Using Domain Knowledge 有权
标题翻译：使用域知识的内容对象索引
公开(公告)号：US20070162408A1
公开(公告)日：2007-07-12
申请号：US11275509
申请日：2006-01-11
申请人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
发明人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
IPC分类号： G06N5/02
CPC分类号： G06F17/30613
摘要： A content object indexing process including creating a content object knowledge index, calculating a description vector of a target content object, and indexing the target content object by searching for the description vector in the content object knowledge database. It may be difficult to search for an exact content object such as a music file or academic researcher as a conventional search index may not include related hierarchical information. A content object indexing process may add hierarchical information taken from a content object knowledge index and incorporate the hierarchical information to the index entry for a specific content object. An application of such a content object indexing process may be a world wide web search engine.
摘要翻译：内容对象索引处理包括创建内容对象知识索引，计算目标内容对象的描述向量，并通过搜索内容对象知识库中的描述向量来索引目标内容对象。可能难以搜索诸如音乐文件或学术研究者的确切内容对象，因为传统的搜索索引可能不包括相关的分层信息。内容对象索引处理可以添加从内容对象知识索引获取的分层信息，并且将分层信息并入特定内容对象的索引条目。这样的内容对象索引处理的应用可以是万维网搜索引擎。

34. 发明申请

US20070010992A1 Processing collocation mistakes in documents 有权
标题翻译：处理文件中的并置错误
公开(公告)号：US20070010992A1
公开(公告)日：2007-01-11
申请号：US11177136
申请日：2005-07-08
申请人： Hsiao-Wuen Hon , Jianfeng Gao , Ming Zhou
发明人： Hsiao-Wuen Hon , Jianfeng Gao , Ming Zhou
IPC分类号： G06F17/27
CPC分类号： G06F17/274 , Y10S707/99933 , Y10S707/99936
摘要： A sentence is accessed and at least one query is generated based on the sentence. At least one query can be compared to text within a collection of documents, for example using a web search engine. Collocation errors in the sentence can be detected and/or corrected based on the comparison of the at least one query and the text within the collection of documents.
摘要翻译：访问一个句子，并且基于该句子生成至少一个查询。至少可以将一个查询与文档集合中的文本进行比较，例如使用Web搜索引擎。可以基于至少一个查询与文档集合内的文本的比较来检测和/或修正该句子中的配置错误。

35. 发明申请

US20050234952A1 Content propagation for enhanced document retrieval 失效
标题翻译：增强文档检索的内容传播
公开(公告)号：US20050234952A1
公开(公告)日：2005-10-20
申请号：US10826161
申请日：2004-04-15
申请人： Hua-Jun Zeng , Benyu Zhang , Zheng Chen , Wei-Ying Ma , Hsiao-Wuen Hon , Daniel Cook , Gabor Hirschler , Karen Fries , Kurt Samuelson
发明人： Hua-Jun Zeng , Benyu Zhang , Zheng Chen , Wei-Ying Ma , Hsiao-Wuen Hon , Daniel Cook , Gabor Hirschler , Karen Fries , Kurt Samuelson
IPC分类号： G06F19/00 , G06F17/30
CPC分类号： G06F17/30631 , G06F17/30722 , G06F17/30864 , Y10S707/99935 , Y10S707/99942
摘要： Systems and methods providing computer-implemented content propagation for enhanced document retrieval are described. In one aspect, reference information directed to one or more documents is identified. The reference information is identified from one or more sources of data that are independent of a data source that includes the one or more documents. Metadata that is proximally located to the reference information is extracted from the one or more sources of data. Relevance between respective features of the metadata to content of associated ones of the one or more documents is calculated. For each document of the one or more documents, associated portions of the metadata is indexed with the relevance of features from the respective portions into original content of the document. The indexing generates one or more enhanced documents.
摘要翻译：描述了提供用于增强文档检索的计算机实现的内容传播的系统和方法。在一个方面，指定针对一个或多个文档的参考信息。参考信息从一个或多个独立于包括一个或多个文档的数据源的数据来源识别。从一个或多个数据来源提取近端位于参考信息的元数据。计算元数据的各个特征与一个或多个文档中相关联的内容的相关性。对于一个或多个文档的每个文档，将元数据的关联部分与来自相应部分的特征与文档的原始内容的相关性进行索引。索引生成一个或多个增强文档。

36. 发明授权

US06629073B1 Speech recognition method and apparatus utilizing multi-unit models 有权
标题翻译：使用多单元模型的语音识别方法和装置
公开(公告)号：US06629073B1
公开(公告)日：2003-09-30
申请号：US09559505
申请日：2000-04-27
申请人： Hsiao-Wuen Hon , Kuansan Wang
发明人： Hsiao-Wuen Hon , Kuansan Wang
IPC分类号： G01L1506
CPC分类号： G10L15/187 , G10L2015/022 , G10L2015/025
摘要： A speech recognition method and system utilize an acoustic model that is capable of providing probabilities for both a large acoustic unit and an acoustic sub-unit. Each of these probabilities describes the likelihood of a set of feature vectors from a series of feature vectors representing a speech signal. The large acoustic unit is formed from a plurality of acoustic sub-units. At least one sub-unit probability and at least on large unit probability from the acoustic model are used by a decoder to generate a score for a sequence of hypothesized words. When combined, the acoustic sub-units associated with all of the sub-unit probabilities used to determine the score span fewer than all of the feature vectors in the series of feature vectors. An overlapping decoding technique is also provided.
摘要翻译：语音识别方法和系统利用能够为大声学单元和声学子单元提供概率的声学模型。这些概率中的每一个描述了来自表示语音信号的一系列特征向量的一组特征向量的可能性。大型声学单元由多个声学子单元形成。解码器使用来自声学模型的至少一个子单元概率和至少基于大的单位概率来为假设词的序列生成分数。当组合时，与用于确定分数的所有子单元概率相关联的声学子单元小于该系列特征向量中的所有特征向量。还提供了重叠的解码技术。

37. 发明授权

US06571210B2 Confidence measure system using a near-miss pattern 有权
标题翻译：使用近似模式的置信度系统
公开(公告)号：US06571210B2
公开(公告)日：2003-05-27
申请号：US09192001
申请日：1998-11-13
申请人： Hsiao-Wuen Hon , Asela J. R. Gunawardana
发明人： Hsiao-Wuen Hon , Asela J. R. Gunawardana
IPC分类号： G10L1506
CPC分类号： G10L15/08
摘要： A method and system of performing confidence measure in a speech recognition system includes receiving an utterance of input speech and creating a near-miss pattern or a near-miss list of possible word entries for the utterance. Each word entry includes an associated value of probability that the utterance corresponds to the word entry. The near-miss list of possible word entries is compared with corresponding stored near-miss confidence templates. Each word in the vocabulary (or keyword list) of near-miss confidence template, which includes a list of word entries and each word entry in each list includes an associated value. Confidence measure for a particular hypothesis word is performed based on the comparison of the values in the near-miss list of possible word entries with the values of the corresponding near-miss confidence template.
摘要翻译：在语音识别系统中执行置信度测量的方法和系统包括：接收输入语音的发声，并创建用于话语的可能单词条目的接近丢失模式或近似列表。每个词条目包括发音对应于词条目的概率的相关值。将可能的词条的近奇列表与相应的存储的近错信度模板进行比较。近错信号模板的词汇表（或关键字列表）中的每个单词包括一个词条目列表和每个列表中的每个单词条目包括相关联的值。基于将可能词条近似列表中的值与对应的近错信度模板的值进行比较来执行特定假设词的置信度度量。

38. 发明授权

US5963903A Method and system for dynamically adjusted training for speech recognition 失效
标题翻译：用于语音识别的动态调整训练的方法和系统
公开(公告)号：US5963903A
公开(公告)日：1999-10-05
申请号：US673435
申请日：1996-06-28
申请人： Hsiao-Wuen Hon , Xuedong D. Huang , Mei-Yuh Hwang , Li Jiang , Yun-Cheng Ju , Milind V. Mahajan , Michael J. Rozak
发明人： Hsiao-Wuen Hon , Xuedong D. Huang , Mei-Yuh Hwang , Li Jiang , Yun-Cheng Ju , Milind V. Mahajan , Michael J. Rozak
IPC分类号： G10L15/02 , G10L15/06 , G10L15/14 , G10L5/04
CPC分类号： G10L15/063 , G10L2015/0635
摘要： A method and system for dynamically selecting words for training a speech recognition system. The speech recognition system models each phoneme using a hidden Markov model and represents each word as a sequence of phonemes. The training system ranks each phoneme for each frame according to the probability that the corresponding codeword will be spoken as part of the phoneme. The training system collects spoken utterances for which the corresponding word is known. The training system then aligns the codewords of each utterance with the phoneme that it is recognized to be part of. The training system then calculates an average rank for each phoneme using the aligned codewords for the aligned frames. Finally, the training system selects words for training that contain phonemes with a low rank.
摘要翻译：一种用于动态选择用于训练语音识别系统的单词的方法和系统。语音识别系统使用隐马尔科夫模型对每个音素进行建模，并将每个单词表示为音素序列。训练系统根据将相应的码字作为音素的一部分被说出的概率，对每个帧的每个音素进行排序。训练系统收集对应词语已知的口语说话。然后，训练系统将每个话语的码字与被认为是其一部分的音素对齐。训练系统然后使用对齐的帧的对齐码字来计算每个音素的平均等级。最后，训练系统选择包含低等级音素的训练词。

39. 发明申请

US20160125307A1 AIR QUALITY INFERENCE USING MULTIPLE DATA SOURCES 审中-公开
标题翻译：使用多个数据源的空气质量控制
公开(公告)号：US20160125307A1
公开(公告)日：2016-05-05
申请号：US14896344
申请日：2013-06-05
申请人： Yu ZHENG , Xing XIE , Wei-Ying MA , Hsiao-Wuen HON , Eric I-Chao CHANG , MICROSOFT TECHNOLOGY LICENSING, LLC
发明人： Yu Zheng , Xing Xie , Wei-Ying Ma , Hsiao-Wuen Hon , Eric I-Chao Chang
IPC分类号： G06N7/00 , G06N3/08 , G06N99/00
CPC分类号： G06N7/005 , G06N3/08 , G06N20/00
摘要： The use of data from multiple data source provides inferred air quality indices with respect to a particular pollutant for multiple areas without the addition of air quality monitor stations to those areas. Labeled air quality index data for a pollutant in a region may be obtained from one or more air quality monitor stations. Spatial features for the region may be extracted from spatially-related data for the region. The spatially-related data may include information on fixed infrastructures in the region. Likewise, temporal features for the region may be extracted from temporally-related data for the region that changes over time. A co-training based learning framework may be further applied to co-train a spatial classifier and a temporal classifier based at least on the labeled air quality index data, the spatial features for the region, and the temporal features for the region.
摘要翻译：使用多个数据源的数据可以为多个地区的特定污染物提供推测的空气质量指标，而无需向这些地区添加空气质量监测站。可以从一个或多个空气质量监测站获得区域中污染物的标签空气质量指数数据。该区域的空间特征可以从该区域的空间相关数据中提取。与空间有关的数据可能包括有关该地区固定基础设施的信息。类似地，可以从随时间变化的区域的时间相关数据中提取该区域的时间特征。基于共同训练的学习框架可以进一步应用于至少基于标记的空气质量指数数据，该区域的空间特征和该区域的时间特征来共同训练空间分类器和时间分类器。

40. 发明授权

US08229753B2 Web server controls for web enabled recognition and/or audible prompting 有权
标题翻译： Web服务器控件，用于启用Web功能的识别和/或听觉提示
公开(公告)号：US08229753B2
公开(公告)日：2012-07-24
申请号：US10046131
申请日：2001-10-21
申请人： Francisco M. Galanes , Hsiao-Wuen Hon , James D. Jacoby , Renaud J. Lecoueche , Stephen F. Potter , Susan M. Warren
发明人： Francisco M. Galanes , Hsiao-Wuen Hon , James D. Jacoby , Renaud J. Lecoueche , Stephen F. Potter , Susan M. Warren
IPC分类号： G10L15/22 , G06F3/16
CPC分类号： H04M1/72561 , G10L15/26 , H04M3/4938 , H04M2250/74
摘要： Web server controls are provided for generating client side markups with recognition and/or audible prompting. Three approaches are disclosed for implementation of the controls.
摘要翻译：提供Web服务器控件，用于生成具有识别和/或听觉提示的客户端标记。公开了用于实施控制的三种方法。

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