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1. 发明申请

US20060212897A1 System and method for utilizing the content of audio/video files to select advertising content for display 审中-公开
标题翻译：用于利用音频/视频文件的内容来选择要显示的广告内容的系统和方法
公开(公告)号：US20060212897A1
公开(公告)日：2006-09-21
申请号：US11084616
申请日：2005-03-18
申请人： Ying Li , Li Li , Tarek Najm , Hongbin Gao , Benyu Zhang , Xianfang Wang , Frank Seide , Roger Yu , Hua-Jun Zeng , Jian-Lai Zhou , Zheng Chen
发明人： Ying Li , Li Li , Tarek Najm , Hongbin Gao , Benyu Zhang , Xianfang Wang , Frank Seide , Roger Yu , Hua-Jun Zeng , Jian-Lai Zhou , Zheng Chen
IPC分类号： H04N7/10 , H04N7/025
CPC分类号： H04N7/17336 , H04H60/58 , H04H60/63 , H04H60/66 , H04N7/088 , H04N21/233 , H04N21/25891 , H04N21/26603 , H04N21/4143 , H04N21/6125 , H04N21/812
摘要： Systems and methods for analyzing the content of audio/video files using speech recognition and data mining technologies are provided. As it can generally be assumed that a user's interest is highly correlated with an audio/video clip or television program the user may be watching, methods and systems for utilizing the results of speech recognition and data mining technology implementation to retrieve relevant advertising content for display are also provided.
摘要翻译：提供了使用语音识别和数据挖掘技术分析音频/视频文件内容的系统和方法。通常可以假设用户的兴趣与用户可能正在观看的音频/视频剪辑或电视节目高度相关，用于利用语音识别结果和数据挖掘技术实现的方法和系统来检索用于显示的相关广告内容也提供。

2. 发明申请

US20070255565A1 Clickable snippets in audio/video search results 失效
标题翻译：音频/视频搜索结果中的可点击片段
公开(公告)号：US20070255565A1
公开(公告)日：2007-11-01
申请号：US11401048
申请日：2006-04-10
申请人： Roger Yu , Frank Seide , Kaijiang Chen
发明人： Roger Yu , Frank Seide , Kaijiang Chen
IPC分类号： G10L15/04
CPC分类号： G06F17/30038 , G06F17/30746 , G06F17/30796 , G10L15/26 , G10L25/48
摘要： Search results are provided in a format that allows users to efficiently determine whether audio or video documents identified from a search query actually contain the words in the query. This is achieved by returning snippets of text around query term matches and allowing the user to play a segment of the audio signal by selecting a word in the snippet. In other embodiments, markers are placed on a timeline that represents the duration of the audio signal. Each marker represents a query term match and when selected causes the audio signal to begin to play near the temporal location represented by the marker.
摘要翻译：搜索结果以格式提供，允许用户有效地确定从搜索查询中识别的音频或视频文档是否实际包含查询中的单词。这是通过在查询词匹配之外返回文本的片断来实现的，并且允许用户通过在片段中选择一个词来播放音频信号的片段。在其他实施例中，标记被放置在表示音频信号的持续时间的时间线上。每个标记表示查询词匹配，并且当被选择时，音频信号开始在由标记表示的时间位置附近播放。

3. 发明授权

US07890849B2 Concurrent presentation of media and related content lists 有权
标题翻译：媒体和相关内容清单的同时展示
公开(公告)号：US07890849B2
公开(公告)日：2011-02-15
申请号：US11532384
申请日：2006-09-15
申请人： Neema Moraveji , Kishan Thambiratnam , Jun Liu , Roger Yu , Frank Seide
发明人： Neema Moraveji , Kishan Thambiratnam , Jun Liu , Roger Yu , Frank Seide
IPC分类号： G06F17/00 , G06F3/00
CPC分类号： G06F17/30056 , G06F17/30064
摘要： The concurrent presentation technique provides information about content related to a source media currently being presented to a user in a fashion that allows the user to keep viewing the source media while either interactively or non-interactively perusing a list of related content. Thus, the user can see a list of related content without interrupting the presentation experience, and if desired, the user can choose to interact with the list to obtain further information about available related content.
摘要翻译：并发呈现技术提供关于与当前正在呈现给用户的源媒体相关的内容的信息，其方式是允许用户在以交互方式或非交互性地观看相关内容的列表的同时继续观看源媒体。因此，用户可以在不中断演示体验的情况下看到相关内容的列表，并且如果需要，用户可以选择与列表进行交互以获得关于可用的相关内容的进一步的信息。

4. 发明申请

US20070244902A1 Internet search-based television 审中-公开
标题翻译：互联网搜索式电视
公开(公告)号：US20070244902A1
公开(公告)日：2007-10-18
申请号：US11405369
申请日：2006-04-17
申请人： Frank Seide , Lie Lu , Neema Moraveji , Roger Yu , Wei-Ying Ma
发明人： Frank Seide , Lie Lu , Neema Moraveji , Roger Yu , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F16/78 , G06F16/7844
摘要： The best features of both Internet video search and television-type viewing experience have been combined. A user may use a remote control to enter search terms on a television monitor. A search engine may then search for video files accessible on the Internet that correspond to the search terms. Indicators of relevant search results may then be shown on the television monitor, enabling the user to select one to play. This enables the user to search for and view Internet video content in a television-like experience.
摘要翻译：互联网视频搜索和电视观看体验的最佳功能已经相结合。用户可以使用遥控器在电视监视器上输入搜索词。然后，搜索引擎可以搜索在互联网上可访问的对应于搜索词的视频文件。然后可以在电视监视器上显示相关搜索结果的指示符，使用户能够选择要播放的。这使得用户能够以类似电视的体验来搜索和查看互联网视频内容。

5. 发明申请

US20050159953A1 Phonetic fragment search in speech data 有权
标题翻译：语音片段搜索语音数据
公开(公告)号：US20050159953A1
公开(公告)日：2005-07-21
申请号：US10757885
申请日：2004-01-15
申请人： Frank Seide , Eric Chang
发明人： Frank Seide , Eric Chang
IPC分类号： G10L15/00 , G10L15/02 , G10L15/10
CPC分类号： G10L15/10 , G10L2015/025
摘要： A method of searching audio data is provided including receiving a query defining multiple phonetic possibilities. The method also includes comparing the query with a lattice of phonetic hypotheses associated with the audio data to identify if at least one of the multiple phonetic possibilities is approximated by at least one phonetic hypothesis in the lattice of phonetic hypotheses.
摘要翻译：提供了一种搜索音频数据的方法，包括接收定义多个语音可能性的查询。该方法还包括将查询与与音频数据相关联的语音假设的格子进行比较，以识别多个语音可能性中的至少一个是否由语音假设的格子中的至少一个语音假设近似。

6. 发明授权

US09292787B2 Computer-implemented deep tensor neural network 有权
标题翻译：计算机实现的深张量神经网络
公开(公告)号：US09292787B2
公开(公告)日：2016-03-22
申请号：US13597268
申请日：2012-08-29
申请人： Dong Yu , Li Deng , Frank Seide
发明人： Dong Yu , Li Deng , Frank Seide
IPC分类号： G06N3/02 , G06F15/18 , G06N3/04
CPC分类号： G06N3/02 , G06N3/04 , G06N3/0454 , G06N3/084
摘要： A deep tensor neural network (DTNN) is described herein, wherein the DTNN is suitable for employment in a computer-implemented recognition/classification system. Hidden layers in the DTNN comprise at least one projection layer, which includes a first subspace of hidden units and a second subspace of hidden units. The first subspace of hidden units receives a first nonlinear projection of input data to a projection layer and generates the first set of output data based at least in part thereon, and the second subspace of hidden units receives a second nonlinear projection of the input data to the projection layer and generates the second set of output data based at least in part thereon. A tensor layer, which can converted into a conventional layer of a DNN, generates the third set of output data based upon the first set of output data and the second set of output data.
摘要翻译：本文描述了深张量神经网络（DTNN），其中DTNN适合于在计算机实现的识别/分类系统中的使用。 DTNN中的隐藏层包括至少一个投影层，其包括隐藏单元的第一子空间和隐藏单元的第二子空间。隐藏单元的第一子空间至少部分地将输入数据的第一非线性投影接收到投影层，并且至少部分地生成第一组输出数据，并且隐藏单元的第二子空间接收输入数据的第二非线性投影投影层并且至少部分地基于其生成第二组输出数据。可以转换成DNN的常规层的张量层基于第一组输出数据和第二组输出数据产生第三组输出数据。

7. 发明授权

US5987410A Method and device for recognizing speech in a spelling mode including word qualifiers 失效
标题翻译：用于在拼写模式中识别语音的方法和设备，包括字词限定符
公开(公告)号：US5987410A
公开(公告)日：1999-11-16
申请号：US966722
申请日：1997-11-10
申请人： Andreas Kellner , Frank Seide
发明人： Andreas Kellner , Frank Seide
IPC分类号： G10L15/22 , G10L7/08
CPC分类号： G10L15/22 , G10L2015/086
摘要： A method and device for recognizing speech that has a sequence of words each including one or more letters. The word and letters form a recognition data base. The method receives and recognizes the speech by preliminary modelling among various probably recognized sequences. The method selects one or more model sequences as result. In particular, the method allows in a model sequence of exclusively letters, various words as a subset. Such words are used to qualify one or more neighbouring or included letters in the sequence. An applicable model is a mixed information unit model.
摘要翻译：一种用于识别具有每个包括一个或多个字母的单词序列的语音的方法和装置。字母和字母形成识别数据库。该方法通过各种可能识别的序列之间的初步建模接收并识别语音。该方法选择一个或多个模型序列作为结果。特别地，该方法允许在专用字母的模型序列中将各种单词作为子集。这些单词用于限定序列中的一个或多个相邻或包含的字母。适用的模型是混合信息单元模型。

8. 发明申请

US20140067735A1 COMPUTER-IMPLEMENTED DEEP TENSOR NEURAL NETWORK 有权
标题翻译：计算机实现深度传感器神经网络
公开(公告)号：US20140067735A1
公开(公告)日：2014-03-06
申请号：US13597268
申请日：2012-08-29
申请人： Dong Yu , Li Deng , Frank Seide
发明人： Dong Yu , Li Deng , Frank Seide
IPC分类号： G06N3/08
CPC分类号： G06N3/02 , G06N3/04 , G06N3/0454 , G06N3/084
摘要： A deep tensor neural network (DTNN) is described herein, wherein the DTNN is suitable for employment in a computer-implemented recognition/classification system. Hidden layers in the DTNN comprise at least one projection layer, which includes a first subspace of hidden units and a second subspace of hidden units. The first subspace of hidden units receives a first nonlinear projection of input data to a projection layer and generates the first set of output data based at least in part thereon, and the second subspace of hidden units receives a second nonlinear projection of the input data to the projection layer and generates the second set of output data based at least in part thereon. A tensor layer, which can converted into a conventional layer of a DNN, generates the third set of output data based upon the first set of output data and the second set of output data.
摘要翻译：本文描述了深张量神经网络（DTNN），其中DTNN适合于在计算机实现的识别/分类系统中的使用。 DTNN中的隐藏层包括至少一个投影层，其包括隐藏单元的第一子空间和隐藏单元的第二子空间。隐藏单元的第一子空间至少部分地将输入数据的第一非线性投影接收到投影层，并且至少部分地生成第一组输出数据，并且隐藏单元的第二子空间接收输入数据的第二非线性投影投影层并且至少部分地基于其生成第二组输出数据。可以转换成DNN的常规层的张量层基于第一组输出数据和第二组输出数据产生第三组输出数据。

9. 发明申请

US20090187588A1 DISTRIBUTED INDEXING OF FILE CONTENT 审中-公开
标题翻译：分配的文件内容的索引
公开(公告)号：US20090187588A1
公开(公告)日：2009-07-23
申请号：US12018203
申请日：2008-01-23
申请人： Albert J. K. Thambiratnam , Frank Seide
发明人： Albert J. K. Thambiratnam , Frank Seide
IPC分类号： G06F17/30
CPC分类号： G06F16/134
摘要： Described herein is technology for, among other things, distributed indexing of file content. Content-based indexing the file involves determining whether content-based index information for the file is available from an external source. This avoids repeating already-performed content analysis, which is time consuming and computationally intensive especially for non-text files. The content-based index information, if it is available, is received from the external source and may be stored. If the content-based index information is not available or is not complete, content-based index information for the file is generated and stored. Moreover, the generated content-based index information is shared with the external source. Once content analysis of the file is performed to generate content-based index information for the file, the content-based index information is available and sharable as needed. There is no need to repeat the same content analysis on the file.
摘要翻译：这里描述的是用于文件内容的分布式索引的技术。基于内容的索引文件涉及确定文件的基于内容的索引信息是否可从外部来源获得。这避免了重复已经执行的内容分析，这对于非文本文件来说是耗时且计算密集的。基于内容的索引信息（如果可用）从外部源接收并且可以被存储。如果基于内容的索引信息不可用或不完整，则生成并存储该文件的基于内容的索引信息。此外，生成的基于内容的索引信息与外部源共享。一旦文件的内容分析被执行以产生用于文件的基于内容的索引信息，则基于内容的索引信息是可用的并且根据需要可共享。没有必要对文件重复相同的内容分析。

10. 发明申请

US20080072132A1 CONCURRENT PRESENTATION OF MEDIA AND RELATED CONTENT LISTS 有权
标题翻译：媒体和相关内容列表的现场介绍
公开(公告)号：US20080072132A1
公开(公告)日：2008-03-20
申请号：US11532384
申请日：2006-09-15
申请人： Neema Moraveji , Kishan Thambiratnam , Jun Liu , Roger Peng Yu , Frank Seide
发明人： Neema Moraveji , Kishan Thambiratnam , Jun Liu , Roger Peng Yu , Frank Seide
IPC分类号： G06F17/00 , G06F17/20
CPC分类号： G06F17/30056 , G06F17/30064
摘要： The concurrent presentation technique provides information about content related to a source media currently being presented to a user in a fashion that allows the user to keep viewing the source media while either interactively or non-interactively perusing a list of related content. Thus, the user can see a list of related content without interrupting the presentation experience, and if desired, the user can choose to interact with the list to obtain further information about available related content.
摘要翻译：并发呈现技术提供关于与当前正在呈现给用户的源媒体相关的内容的信息，其方式是允许用户在以交互方式或非交互性地观看相关内容的列表的同时继续观看源媒体。因此，用户可以在不中断演示体验的情况下看到相关内容的列表，并且如果需要，用户可以选择与列表进行交互以获得关于可用的相关内容的进一步的信息。

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