公开(公告)号：US08768698B2

公开(公告)日：2014-07-01

申请号：US14035083

申请日：2013-09-24

Applicant: Google Inc.

Inventor： Pedro J. Moreno Mengibar ,  Jeffrey Scott Sorensen ,  Eugene Weinstein

IPC: G10L15/06 ,  G10L15/18 ,  G06F17/30

CPC classification number: G10L15/06 ,  G06F17/2775 ,  G06F17/3043 ,  G06F17/30654 ,  G10L15/14 ,  G10L15/197 ,  G10L2015/0635

Abstract: Methods and systems for speech recognition processing are described. In an example, a computing device may be configured to receive information indicative of a frequency of submission of a search query to a search engine for a search query composed of a sequence of words. Based on the frequency of submission of the search query exceeding a threshold, the computing device may be configured to determine groupings of one or more words of the search query based on an order in which the one or more words occur in the sequence of words of the search query. Further, the computing device may be configured to provide information indicating the groupings to a speech recognition system.

Abstract translation: 描述用于语音识别处理的方法和系统。 在一个示例中，计算设备可以被配置为接收指示搜索查询的提交频率的信息到搜索引擎，用于由词序列组成的搜索查询。 基于搜索查询的提交频率超过阈值，计算设备可以被配置为基于搜索查询的一个或多个单词的分组，其中一个或多个单词在单词的顺序中出现的顺序 搜索查询。 此外，计算设备可以被配置为向语音识别系统提供指示分组的信息。

公开(公告)号：US20140114661A1

公开(公告)日：2014-04-24

申请号：US14035083

申请日：2013-09-24

Applicant: Google Inc.

Inventor： Pedro J. Moreno Mengibar ,  Jeffrey Scott Sorensen ,  Eugene Weinstein

IPC: G10L15/06

CPC classification number: G10L15/06 ,  G06F17/2775 ,  G06F17/3043 ,  G06F17/30654 ,  G10L15/14 ,  G10L15/197 ,  G10L2015/0635

Abstract: Methods and systems for speech recognition processing are described. In an example, a computing device may be configured to receive information indicative of a frequency of submission of a search query to a search engine for a search query composed of a sequence of words. Based on the frequency of submission of the search query exceeding a threshold, the computing device may be configured to determine groupings of one or more words of the search query based on an order in which the one or more words occur in the sequence of words of the search query. Further, the computing device may be configured to provide information indicating the groupings to a speech recognition system.

Abstract translation: 描述用于语音识别处理的方法和系统。 在一个示例中，计算设备可以被配置为接收指示搜索查询的提交频率的信息到搜索引擎，用于由词序列组成的搜索查询。 基于搜索查询的提交频率超过阈值，计算设备可以被配置为基于搜索查询的一个或多个单词的分组，其中一个或多个单词在单词的顺序中出现的顺序 搜索查询。 此外，计算设备可以被配置为向语音识别系统提供指示分组的信息。

公开(公告)号：US09472187B2

公开(公告)日：2016-10-18

申请号：US15164263

申请日：2016-05-25

Applicant: Google Inc.

Inventor： Olga Kapralova ,  John Paul Alex ,  Eugene Weinstein ,  Pedro J. Moreno Mengibar ,  Olivier Siohan ,  Ignacio Lopez Moreno

IPC: G10L15/06 ,  G10L15/30 ,  G10L15/01 ,  G10L15/16

CPC classification number: G10L15/063 ,  G10L15/01 ,  G10L15/16 ,  G10L15/187 ,  G10L15/30 ,  G10L15/32 ,  G10L2015/0633

Abstract: The present disclosure relates to training a speech recognition system. One example method includes receiving a collection of speech data items, wherein each speech data item corresponds to an utterance that was previously submitted for transcription by a production speech recognizer. The production speech recognizer uses initial production speech recognizer components in generating transcriptions of speech data items. A transcription for each speech data item is generated using an offline speech recognizer, and the offline speech recognizer components are configured to improve speech recognition accuracy in comparison with the initial production speech recognizer components. The updated production speech recognizer components are trained for the production speech recognizer using a selected subset of the transcriptions of the speech data items generated by the offline speech recognizer. An updated production speech recognizer component is provided to the production speech recognizer for use in transcribing subsequently received speech data items.

公开(公告)号：US09311915B2

公开(公告)日：2016-04-12

申请号：US14030265

申请日：2013-09-18

Applicant: Google Inc.

Inventor： Eugene Weinstein ,  Pedro J. Mengibar ,  Johan Schalkwyk

IPC: G10L21/00 ,  G10L15/16

CPC classification number: G10L15/16

Abstract: A processing system receives an audio signal encoding a portion of an utterance. The processing system receives context information associated with the utterance, wherein the context information is not derived from the audio signal or any other audio signal. The processing system provides, as input to a neural network, data corresponding to the audio signal and the context information, and generates a transcription for the utterance based on at least an output of the neural network.

Abstract translation: 处理系统接收编码话音的一部分的音频信号。 处理系统接收与话语相关联的上下文信息，其中上下文信息不是从音频信号或任何其它音频信号导出的。 处理系统作为神经网络的输入提供对应于音频信号和上下文信息的数据，并且基于至少神经网络的输出来产生用于话语的转录。

公开(公告)号：US20150039299A1

公开(公告)日：2015-02-05

申请号：US14030265

申请日：2013-09-18

Applicant: Google Inc.

Inventor： Eugene Weinstein ,  Pedro J. Moreno Mengibar ,  Johan Schalkwyk

IPC: G10L15/16

CPC classification number: G10L15/16

Abstract: A processing system receives an audio signal encoding a portion of an utterance. The processing system receives context information associated with the utterance, wherein the context information is not derived from the audio signal or any other audio signal. The processing system provides, as input to a neural network, data corresponding to the audio signal and the context information, and generates a transcription for the utterance based on at least an output of the neural network.

Abstract translation: 处理系统接收编码话音的一部分的音频信号。 处理系统接收与话语相关联的上下文信息，其中上下文信息不是从音频信号或任何其它音频信号导出的。 处理系统作为神经网络的输入提供对应于音频信号和上下文信息的数据，并且基于至少神经网络的输出来产生用于话语的转录。

公开(公告)号：US08700396B1

公开(公告)日：2014-04-15

申请号：US13647021

申请日：2012-10-08

Applicant: Google Inc.

Inventor： Pedro J. Moreno Mengibar ,  Eugene Weinstein

IPC: G10L15/26 ,  G10L21/00

CPC classification number: G10L13/027 ,  G10L15/063 ,  G10L2015/0638

Abstract: This document generally describes computer technologies relating to generating speech data collection prompts, such as textual scripts and/or textual scenarios. Speech data collection prompts for a particular language can be generated based on a variety of factors, including the frequency with which linguistic elements (e.g., phonemes, syllables, words, phrases) in the particular language occur in one or more corpora of textual information associated with the particular language. Textual prompts can also and/or alternatively be generated based on statistics for previously recorded speech data.

Abstract translation: 本文档通常描述与生成语音数据收集提示（例如文本脚本和/或文本场景）相关的计算机技术。 可以基于各种因素来产生特定语言的语音数据收集提示，包括特定语言中的语言元素（例如，音素，音节，单词，短语）在与文本信息相关联的一个或多个语料库中出现的频率 用特定的语言。 文本提示也可以和/或替代地基于先前记录的语音数据的统计来产生。

公开(公告)号：US08589164B1

公开(公告)日：2013-11-19

申请号：US13832136

申请日：2013-03-15

Applicant: Google Inc.

Inventor： Pedro J. Moreno Mengibar ,  Jeffrey Scott Sorensen ,  Eugene Weinstein

IPC: G10L15/14 ,  G10L15/06 ,  G06F17/21

CPC classification number: G10L15/06 ,  G06F17/2775 ,  G06F17/3043 ,  G06F17/30654 ,  G10L15/14 ,  G10L15/197 ,  G10L2015/0635

Abstract: Methods and systems for speech recognition processing are described. In an example, a computing device may be configured to receive information indicative of a frequency of submission of a search query to a search engine for a search query composed of a sequence of words. Based on the frequency of submission of the search query exceeding a threshold, the computing device may be configured to determine groupings of one or more words of the search query based on an order in which the one or more words occur in the sequence of words of the search query. Further, the computing device may be configured to provide information indicating the groupings to a speech recognition system.

Abstract translation: 描述用于语音识别处理的方法和系统。 在一个示例中，计算设备可以被配置为接收指示搜索查询的提交频率的信息到搜索引擎，用于由词序列组成的搜索查询。 基于搜索查询的提交频率超过阈值，计算设备可以被配置为基于搜索查询的一个或多个单词的分组，其中一个或多个单词在单词的顺序中出现的顺序 搜索查询。 此外，计算设备可以被配置为向语音识别系统提供指示分组的信息。