公开(公告)号：US20140229185A1

公开(公告)日：2014-08-14

申请号：US14252913

申请日：2014-04-15

Applicant: Google Inc.

Inventor： William J. Byrne ,  Alexander H. Gruenstein ,  Douglas H. Beeferman

IPC: G10L15/06

CPC classification number: G10L15/22 ,  G06F3/04842 ,  G06F3/167 ,  G06F17/2795 ,  G10L15/02 ,  G10L15/063 ,  G10L15/1822 ,  G10L15/26 ,  G10L2015/0631 ,  G10L2015/0635 ,  G10L2015/0638 ,  G10L2015/221

Abstract: Predicting and learning users' intended actions on an electronic device based on free-form speech input. Users' actions can be monitored to develop a list of carrier phrases having one or more actions that correspond to the carrier phrases. A user can speak a command into a device to initiate an action. The spoken command can be parsed and compared to a list of carrier phrases. If the spoken command matches one of the known carrier phrases, the corresponding action(s) can be presented to the user for selection. If the spoken command does not match one of the known carrier phrases, search results (e.g., Internet search results) corresponding to the spoken command can be presented to the user. The actions of the user in response to the presented action(s) and/or the search results can be monitored to update the list of carrier phrases.

Abstract translation: 基于自由形式语音输入，预测和学习用户对电子设备的预期动作。 可以监视用户的动作以开发具有与运营商短语对应的一个或多个动作的运营商短语的列表。 用户可以向设备发出命令以启动动作。 可以解析口头命令并将其与载体短语列表进行比较。 如果口头命令与已知的运营商短语之一匹配，则可以将相应的动作呈现给用户进行选择。 如果口头命令与已知的运营商短语之一不匹配，则可以向用户呈现与口语命令对应的搜索结果（例如，因特网搜索结果）。 可以监视用户响应于所呈现的动作和/或搜索结果的动作以更新运营商短语列表。

公开(公告)号：US09412360B2

公开(公告)日：2016-08-09

申请号：US14252913

申请日：2014-04-15

Applicant: Google Inc.

Inventor： William J. Byrne ,  Alexander H. Gruenstein ,  Douglas H. Beeferman

IPC: G10L15/06 ,  G10L15/22

CPC classification number: G10L15/22 ,  G06F3/04842 ,  G06F3/167 ,  G06F17/2795 ,  G10L15/02 ,  G10L15/063 ,  G10L15/1822 ,  G10L15/26 ,  G10L2015/0631 ,  G10L2015/0635 ,  G10L2015/0638 ,  G10L2015/221

Abstract: Predicting and learning users' intended actions on an electronic device based on free-form speech input. Users' actions can be monitored to develop a list of carrier phrases having one or more actions that correspond to the carrier phrases. A user can speak a command into a device to initiate an action. The spoken command can be parsed and compared to a list of carrier phrases. If the spoken command matches one of the known carrier phrases, the corresponding action(s) can be presented to the user for selection. If the spoken command does not match one of the known carrier phrases, search results (e.g., Internet search results) corresponding to the spoken command can be presented to the user. The actions of the user in response to the presented action(s) and/or the search results can be monitored to update the list of carrier phrases.

Abstract translation: 基于自由形式语音输入，预测和学习用户对电子设备的预期动作。 可以监视用户的动作以开发具有与运营商短语对应的一个或多个动作的运营商短语的列表。 用户可以向设备发出命令以启动动作。 可以解析口头命令并将其与载体短语列表进行比较。 如果口头命令与已知的运营商短语之一匹配，则可以将相应的动作呈现给用户进行选择。 如果口头命令与已知的运营商短语之一不匹配，则可以向用户呈现与口语命令对应的搜索结果（例如，因特网搜索结果）。 可以监视用户响应于所呈现的动作和/或搜索结果的动作以更新运营商短语列表。

公开(公告)号：US09858917B1

公开(公告)日：2018-01-02

申请号：US15013471

申请日：2016-02-02

Applicant: Google Inc.

Inventor： Brian Patrick Strope ,  Douglas H. Beeferman

IPC: G10L15/00 ,  G10L15/16 ,  G10L15/01 ,  G10L15/065 ,  G10L17/02 ,  G10L15/10

CPC classification number: G10L15/01 ,  G10L15/065 ,  G10L15/07 ,  G10L15/10 ,  G10L17/02

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for enhancing speech recognition accuracy. In one aspect, a method includes receiving voice queries, obtaining, for one or more of the voice queries, feedback information that references an action taken by a user that submitted the voice query after reviewing a result of the voice query, generating, for the one or more voice queries, a posterior recognition confidence measure that reflects a probability that the voice query was correctly recognized, wherein the posterior recognition confidence measure is generated based at least on the feedback information for the voice query, selecting a subset of the one or more voice queries based on the posterior recognition confidence measures, and adapting an acoustic model using the subset of the voice queries.

公开(公告)号：US20160314786A1

公开(公告)日：2016-10-27

申请号：US15201955

申请日：2016-07-05

Applicant: Google Inc.

Inventor： William J. Byrne ,  Alexander H. Gruenstein ,  Douglas H. Beeferman

IPC: G10L15/22 ,  G10L15/26 ,  G06F3/16 ,  G10L15/18 ,  G10L15/06 ,  G10L15/02 ,  G06F3/0484 ,  G06F17/27

CPC classification number: G10L15/22 ,  G06F3/04842 ,  G06F3/167 ,  G06F17/2795 ,  G10L15/02 ,  G10L15/063 ,  G10L15/1822 ,  G10L15/26 ,  G10L2015/0631 ,  G10L2015/0635 ,  G10L2015/0638 ,  G10L2015/221

Abstract: Predicting and learning users' intended actions on an electronic device based on free-form speech input. Users' actions can be monitored to develop a list of carrier phrases having one or more actions that correspond to the carrier phrases. A user can speak a command into a device to initiate an action. The spoken command can be parsed and compared to a list of carrier phrases. If the spoken command matches one of the known carrier phrases, the corresponding action(s) can be presented to the user for selection. If the spoken command does not match one of the known carrier phrases, search results (e.g., Internet search results) corresponding to the spoken command can be presented to the user. The actions of the user in response to the presented action(s) and/or the search results can be monitored to update the list of carrier phrases.

Abstract translation: 基于自由形式语音输入，预测和学习用户对电子设备的预期动作。 可以监视用户的动作以开发具有与运营商短语对应的一个或多个动作的运营商短语的列表。 用户可以向设备发出命令以启动动作。 可以解析口头命令并将其与载体短语列表进行比较。 如果口头命令与已知的运营商短语之一匹配，则可以将相应的动作呈现给用户进行选择。 如果口头命令与已知的运营商短语之一不匹配，则可以向用户呈现与口语命令相对应的搜索结果（例如，因特网搜索结果）。 可以监视用户响应于所呈现的动作和/或搜索结果的动作以更新运营商短语列表。

公开(公告)号：US08543645B1

公开(公告)日：2013-09-24

申请号：US13653195

申请日：2012-10-16

Applicant: Google Inc.

Inventor： Matthew I. Lloyd ,  Douglas H. Beeferman

IPC: G06F15/16

CPC classification number: G06F11/3688 ,  G06F11/3006 ,  G06F11/3051 ,  G10L15/01

Abstract: This disclosure generally relates to assigning and simultaneously running multiple client-side experiments on client devices. A file includes information regarding experiments that are available, including information regarding “layers,” which are logical, imaginary containers in which each experiment “resides.” Each experiment is associated with one layer. For each experiment, the file includes information regarding a location and size of the experiment within the layer. When the client device takes an action, a software module identifies a value of an identifier associated with the action. Each such identifier is associated with one or more of the layers. The software module can calculate, for each of the associated layers, a location within the layer based on the identifier value. The computer software module can identify, based on the information in the file, each experiment that overlaps with the calculated location within each layer and cause each identified experiment to be activated.

Abstract translation: 本公开通常涉及在客户端设备上分配和同时运行多个客户端实验。 一个文件包括有关可用实验的信息，包括有关“层”的信息，这些信息是每个实验所在的逻辑，虚拟容器。 每个实验都与一层相关联。 对于每个实验，该文件包括有关该层内实验的位置和大小的信息。 当客户端设备采取动作时，软件模块识别与该动作相关联的标识符的值。 每个这样的标识符与一个或多个层相关联。 软件模块可以针对每个相关联的层，基于标识符值来计算层内的位置。 计算机软件模块可以根据文件中的信息识别与每个层内的计算位置重叠的每个实验，并使每个识别的实验被激活。