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51. 发明申请

US20090157385A1 Inverse Text Normalization 审中-公开
标题翻译：反文本归一化
公开(公告)号：US20090157385A1
公开(公告)日：2009-06-18
申请号：US11956910
申请日：2007-12-14
申请人： Jilei Tian
发明人： Jilei Tian
IPC分类号： G06F17/28
CPC分类号： G06F17/28
摘要： Embodiments are directed to efficient multilingual inverse text normalization (ITN) of text in spoken form to produce normalized text for display. Embodiments are directed to preprocessing the multilingual text into a language-independent representation, tokenizing text in spoken form, segmenting the tokenized text into ITN items by grouping consecutive words using an ITN lexicon, classifying the ITN items into ITN categories by using the ITN lexicon or tagged information from language model, applying one or more ITN rules that are selected based on the ITN categories into which ITN items have been classified to rewrite the ITN items; and post processing the ITN item and outputting inversely normalized text in written form for display. The ITN lexicon may include ITN lexicon entries that are each located within an ITN category in the ITN lexicon.
摘要翻译：实施例涉及语言文本的有效多语言逆文本归一化（ITN）以产生用于显示的标准化文本。实施例涉及将多语言文本预处理为与语言无关的表示，以口头形式标记文本，通过使用ITN词典对连续词进行分组将标记化文本分割成ITN项目，通过使用ITN词典将ITN项目分类为ITN类别，从语言模型中标记的信息，应用一个或多个ITN规则，这些ITN规则是根据ITN类别被选择的，ITN类别被分类到ITN类别中，以重写ITN项目; 并处理ITN项目，并以书面形式输出反向规范化文本进行显示。 ITN词典可能包括ITN词典条目，它们都位于ITN词典中的ITN类别中。

52. 发明申请

US20080235164A1 Apparatus, method and computer program product providing a hierarchical approach to command-control tasks using a brain-computer interface 有权
标题翻译：装置，方法和计算机程序产品使用脑机接口为命令控制任务提供分层方法
公开(公告)号：US20080235164A1
公开(公告)日：2008-09-25
申请号：US11787906
申请日：2007-04-17
申请人： Jilei Tian , Teemu Ahmaniemi , Peter Boda , Akos Vetek
发明人： Jilei Tian , Teemu Ahmaniemi , Peter Boda , Akos Vetek
IPC分类号： G06F15/18 , A61B5/0476
CPC分类号： G06F3/015 , G06F3/0482 , Y10S706/909
摘要： Disclosed is a method, a computer program product, and a device that are responsive to detected mental states of a user to perform selection processes to execute a task. The method includes providing a hierarchical multi-level decision tree structure comprised of internal nodes and leaf nodes, where the decision tree structure represents a task. The method further includes navigating, using information derived from detected mental states of the user, through levels of the decision tree structure to reach a leaf node to accomplish the task. The step of navigating includes selecting, using the information derived from the detected mental states of the user, between attribute values associated with internal nodes of the decision tree structure. As non-limiting examples, the device may be a communication device, and the task may be a name dialing or a command/control task.
摘要翻译：公开了一种方法，计算机程序产品和装置，其响应于检测到的用户的精神状态来执行选择过程以执行任务。该方法包括提供由内部节点和叶节点组成的分级多层决策树结构，其中决策树结构表示任务。该方法还包括通过决定树结构的层次，使用从检测到的用户的精神状态导出的信息，导航到叶节点来完成任务。导航步骤包括使用从检测到的用户的精神状态导出的信息，在与决策树结构的内部节点相关联的属性值之间进行选择。作为非限制性示例，设备可以是通信设备，并且该任务可以是姓名拨号或命令/控制任务。

53. 发明申请

US20080154600A1 System, Method, Apparatus and Computer Program Product for Providing Dynamic Vocabulary Prediction for Speech Recognition 审中-公开
标题翻译：系统，方法，设备和计算机程序产品为语音识别提供动态词汇预测
公开(公告)号：US20080154600A1
公开(公告)日：2008-06-26
申请号：US11614159
申请日：2006-12-21
申请人： Jilei Tian , Jussi Leppanen , Imre Kiss
发明人： Jilei Tian , Jussi Leppanen , Imre Kiss
IPC分类号： G10L15/00
CPC分类号： G10L15/083
摘要： An apparatus for providing dynamic vocabulary prediction for setting up a speech recognition network of resource constrained portable devices may include a recognition network element. The recognition network element may be configured to determine a confidence measure for each candidate recognized word for a current word to be recognized. The recognition network element may also be configured to select a subset of candidate recognized words as selected candidate words based on the confidence measure of each one of the candidate recognized words, and determine a recognition network for a next word to be recognized, the recognition network including likely follower words for each of the selected candidate words, e.g. using language model and highly frequently used words.
摘要翻译：用于提供用于建立资源约束的便携式设备的语音识别网络的动态词汇预测的装置可以包括识别网络元件。识别网络元件可以被配置为为要识别的当前字确定每个候选识别词的置信度量。识别网元还可以被配置为基于每个候选识别字的置信度来选择候选识别字的子集作为所选择的候选字，并且确定要被识别的下一个字的识别网络，识别网络包括每个所选候选词的可能的跟随词，例如使用语言模型和高度常用的单词。

54. 发明申请

US20070073541A1 Method for compressing dictionary data 审中-公开
公开(公告)号：US20070073541A1
公开(公告)日：2007-03-29
申请号：US11605655
申请日：2006-11-29
申请人： Jilei Tian
发明人： Jilei Tian
IPC分类号： G10L15/04
CPC分类号： G10L15/12 , G10L2015/025 , H03M7/30
摘要： The invention relates to pre-processing of a pronunciation dictionary for compression in a data processing device, the pronunciation dictionary comprising at least one entry, the entry comprising a sequence of character units and a sequence of phoneme units. According to one aspect of the invention the sequence of character units and the sequence of phoneme units are aligned using a statistical algorithm. The aligned sequence of character units and aligned sequence of phoneme units are interleaved by inserting each phoneme unit at a predetermined location relative to the corresponding character unit.

55. 发明申请

US20060229864A1 Method, device, and computer program product for multi-lingual speech recognition 有权
标题翻译：用于多语言语音识别的方法，设备和计算机程序产品
公开(公告)号：US20060229864A1
公开(公告)日：2006-10-12
申请号：US11100991
申请日：2005-04-07
申请人： Janne Suontausta , Jilei Tian
发明人： Janne Suontausta , Jilei Tian
IPC分类号： G06F17/20
CPC分类号： G06F17/2217 , G06F17/275 , G10L13/08 , G10L15/005 , G10L15/187
摘要： A method of multi-lingual speech recognition can include determining whether characters in a word are in a source list of a language-specific alphabet mapping table for a language, converting each character not in the source list according to a general alphabet mapping table, converting each converted character according to the language-specific alphabet mapping table, verifying that each character in the word is in a character set of the language, removing characters not in the character set of the language, and identifying a pronunciation of the word.
摘要翻译：一种多语言语音识别的方法可以包括确定单词中的字符是否在用于语言的语言特定字母映射表的源列表中，根据一般字母映射表转换不在源列表中的每个字符，转换每个转换的字符根据语言特定的字母映射表，验证该单词中的每个字符是该语言的字符集，去除不在该语言的字符集中的字符，以及识别该单词的发音。

56. 发明授权

US10404764B2 Method and apparatus for constructing latent social network models 有权
公开(公告)号：US10404764B2
公开(公告)日：2019-09-03
申请号：US14428231
申请日：2012-09-14
申请人： Sailesh Sathish , Jilei Tian
发明人： Sailesh Sathish , Jilei Tian
IPC分类号： H04L29/06 , G06F16/28 , G06Q50/00 , H04L29/08
摘要： An approach is provided for constructing dynamic latent models that determine consumer/social network intrinsic properties and automatically recommend user interactions with different social networks. A modeling platform determines one or more social networks associated with one or more users, one or more devices associated with the one or more users, or a combination thereof. A modeling platform processes and/or facilitates a processing of data associated with the one or more social networks to generate one or more latent models describing the one or more social networks. A modeling platform causes, at least in part, a presentation of a recommendation to interact with the one or more social networks, one or more other social networks, or a combination thereof based, at least in part, on the one or more latent models.

57. 发明授权

US09106672B2 Method and apparatus for performing multiple forms of communications in one session 有权
标题翻译：用于在一个会话中执行多种形式的通信的方法和装置
公开(公告)号：US09106672B2
公开(公告)日：2015-08-11
申请号：US13519649
申请日：2009-12-31
申请人： Guohua Zhang , Jilei Tian , Xia Wang , Wei Wang , Feng Ding , Yuezhong Tang , Xinxing Yang , Ari Aarnio
发明人： Guohua Zhang , Jilei Tian , Xia Wang , Wei Wang , Feng Ding , Yuezhong Tang , Xinxing Yang , Ari Aarnio
IPC分类号： H04L29/06 , H04W4/00 , H04W4/02 , H04W4/18
CPC分类号： H04L65/1066 , G10L13/00 , G10L15/26 , G10L25/48 , H04L65/1089 , H04L65/4007 , H04W4/02 , H04W4/18 , H04W4/50
摘要： An approach is provided for performing multiple and hybrid forms of communication in the same communication session. A communication manager receives a to establish a communication session using a first form of communication, wherein the communication session supports multiple and simultaneous forms of communication. Next, the communication manager selects a second form of communication to conduct the communication session. Then, the communication manager transcodes the second form of communication to the first form of communication. The different forms can be converted to facilitate and enrich the communication capability, according to an embodiment of the invention.
摘要翻译：提供了一种用于在相同通信会话中执行多种和混合形式的通信的方法。通信管理器接收用于使用第一通信形式建立通信会话，其中通信会话支持多种并且同时形式的通信。接下来，通信管理器选择第二形式的通信以进行通信会话。然后，通信管理器将第二形式的通信转码为第一通信形式。根据本发明的实施例，可以转换不同的形式以促进和丰富通信能力。

58. 发明申请

US20150004958A1 METHOD AND APPARATUS FOR PROVIDING GROUP CONTEXT SENSING AND INFERENCE 有权
标题翻译：提供群体语境感知和感知的方法和设备
公开(公告)号：US20150004958A1
公开(公告)日：2015-01-01
申请号：US14375415
申请日：2012-03-20
申请人： Wei Wang , Huanhuan Cao , Jilei Tian , Xia Wang
发明人： Wei Wang , Huanhuan Cao , Jilei Tian , Xia Wang
IPC分类号： H04W4/00 , H04W8/24 , H04W4/02
CPC分类号： H04W4/38 , H04W4/02 , H04W4/08 , H04W8/24
摘要： An approach is provided for providing group context sensing and inference. The group context platform determines at least one group of one or more devices that have one or more group contexts that are at least substantially similar, at least substantially correlated, or a combination thereof. Next, the group context platform causes, at least in part, a distribution of one or more context sensing tasks among the one or more devices of the at least one group. Then, the group context platform processes and/or facilitates a processing of one or more results of the one or more context sensing tasks to (a) modify the one or more group contexts; (b) enhance the one or more group contexts; (c) determine one or more other group contexts; or (d) a combination thereof.
摘要翻译：提供了一种用于提供组语境感知和推理的方法。组上下文平台确定具有一个或多个组上下文至少基本相似，至少基本相关或其组合的一个或多个设备的至少一组。接下来，组上下文平台至少部分地导致至少一个组中的一个或多个设备中的一个或多个上下文感测任务的分布。然后，组上下文平台处理和/或促进对一个或多个上下文感测任务的一个或多个结果的处理，以（a）修改一个或多个组上下文; （b）加强一个或多个团体背景; （c）确定一个或多个其他组背景; 或（d）其组合。

59. 发明申请

US20140222622A1 Method and Apparatus for Collaborative Filtering for Real-Time Recommendation 审中-公开
标题翻译：用于实时推荐的协同过滤的方法和装置
公开(公告)号：US20140222622A1
公开(公告)日：2014-08-07
申请号：US14122403
申请日：2011-05-27
申请人： Nan Du , Jilei Tian
发明人： Nan Du , Jilei Tian
IPC分类号： G06Q30/06
CPC分类号： G06Q30/0627 , G06F16/9535
摘要： An approach is provided for generating one or more recommendations to a user based on interactions the user may have with items or topics of interest. The approach involves processing and/or facilitating a processing of one or more interactions of a user with one or more content items. The approach further involves causing, at least in part, an accumulation of the one or more processed interactions of the user. The approach also involves causing, at least in part, a determination of one or more user preferences based, at least in part, on the accumulated one or more processed interactions. The approach additionally involves causing, at least in part, a generation of a rating score of the user for the topic based, at least in part, on the one or more user preferences.
摘要翻译：提供了一种基于用户可能具有的与感兴趣的项目或主题的交互来向用户生成一个或多个推荐的方法。该方法涉及处理和/或促进用户与一个或多个内容项目的一个或多个交互的处理。该方法还包括至少部分地导致用户的一个或多个经处理的交互的累积。该方法还包括至少部分地至少部分地基于累积的一个或多个处理的相互作用来导致确定一个或多个用户偏好。该方法还包括至少部分地至少部分地导致基于一个或多个用户偏好来生成用户对该主题的评分分数。

60. 发明申请

US20140046965A1 METHOD AND APPARATUS FOR FLEXIBLE DIVERSIFICATION OF RECOMMENDATION RESULTS 有权
标题翻译：用于推荐结果灵活多样化的方法和装置
公开(公告)号：US20140046965A1
公开(公告)日：2014-02-13
申请号：US14112090
申请日：2011-04-19
申请人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
发明人： Jilei Tian , Shaowei Jiang , Xinxing Yang , Dong Liu , Hao Yang
IPC分类号： G06F17/30
CPC分类号： G06F17/3053 , G06F17/30522 , G06F17/3064 , G06F17/30648 , G06F17/30867
摘要： An approach is provided for diversifying recommendation results. A diversification manager determines one or more recommendation scores associated with one or more items. The one or more recommendation scores are for determining a sort order of the one or more items. The diversification manager then determines similarity information associated with the one or more items, and processes and/or facilitates a processing of the similarity information to cause, at least in part, an adjustment of the one or more recommendation scores, the sort order, or a combination thereof.
摘要翻译：提供了一种促进推荐结果多样化的方法。多元化经理确定与一个或多个项目相关联的一个或多个推荐分数。一个或多个推荐分数用于确定一个或多个项目的分类顺序。多元化管理器然后确定与一个或多个项目相关联的相似性信息，并处理和/或促进相似性信息的处理，至少部分地导致对一个或多个推荐分数，排序顺序或其组合。

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