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    • 2. 发明授权
    • Speech and noise models for speech recognition
    • 用于语音识别的语音和噪声模型
    • US08666740B2
    • 2014-03-04
    • US13530614
    • 2012-06-22
    • Matthew I. LloydTrausti T. Kristjansson
    • Matthew I. LloydTrausti T. Kristjansson
    • G10L15/20
    • G10L15/20G10L21/0208
    • An audio signal generated by a device based on audio input from a user may be received. The audio signal may include at least a user audio portion that corresponds to one or more user utterances recorded by the device. A user speech model associated with the user may be accessed and a determination may be made background audio in the audio signal is below a defined threshold. In response to determining that the background audio in the audio signal is below the defined threshold, the accessed user speech model may be adapted based on the audio signal to generate an adapted user speech model that models speech characteristics of the user. Noise compensation may be performed on the received audio signal using the adapted user speech model to generate a filtered audio signal with reduced background audio compared to the received audio signal.
    • 可以接收由基于来自用户的音频输入的设备生成的音频信号。 音频信号可以包括至少一个对应于由该设备记录的一个或多个用户话语的用户音频部分。 可以访问与用户相关联的用户语音模型,并且可以确定音频信号中的背景音频低于定义的阈值。 响应于确定音频信号中的背景音频低于定义的阈值,可以基于音频信号来调整所访问的用户语音模型,以生成对用户的语音特征进行建模的适配的用户语音模型。 可以使用适配的用户语音模型对所接收的音频信号执行噪声补偿,以生成与接收的音频信号相比具有降低的背景音频的滤波音频信号。
    • 3. 发明授权
    • Metadata-based weighting of geotagged environmental audio for enhanced speech recognition accuracy
    • 基于元数据的地理标记环境音频加权,用于增强语音识别精度
    • US08428940B2
    • 2013-04-23
    • US13564636
    • 2012-08-01
    • Trausti T. KristjanssonMatthew I. Lloyd
    • Trausti T. KristjanssonMatthew I. Lloyd
    • G10L21/02G10L15/00
    • G10L21/0208G10L15/20
    • 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 an audio signal that corresponds to an utterance recorded by a mobile device, determining a geographic location associated with the mobile device, identifying a set of geotagged audio signals that correspond to environmental audio associated with the geographic location, weighting each geotagged audio signal of the set of geotagged audio signals based on metadata associated with the respective geotagged audio signal, and using the set of weighted geotagged audio signals to perform noise compensation on the audio signal that corresponds to the utterance.
    • 方法,系统和装置,包括在计算机存储介质上编码的计算机程序,用于增强语音识别精度。 在一个方面,一种方法包括接收对应于由移动设备记录的话语的音频信号,确定与移动设备相关联的地理位置,识别与地理位置相关联的环境音频对应的一组地理标记音频信号, 基于与相应的地理标记音频信号相关联的元数据,对所述一组地理标记音频信号的每个地理标记音频信号进行加权,并且使用该组加权的地理标记音频信号对对应于话语的音频信号执行噪声补偿。
    • 4. 发明申请
    • Speech and Noise Models for Speech Recognition
    • 语音识别语音和噪声模型
    • US20120259631A1
    • 2012-10-11
    • US13530614
    • 2012-06-22
    • Matthew I. LloydTrausti T. Kristjansson
    • Matthew I. LloydTrausti T. Kristjansson
    • G10L15/20
    • G10L15/20G10L21/0208
    • An audio signal generated by a device based on audio input from a user may be received. The audio signal may include at least a user audio portion that corresponds to one or more user utterances recorded by the device. A user speech model associated with the user may be accessed and a determination may be made background audio in the audio signal is below a defined threshold. In response to determining that the background audio in the audio signal is below the defined threshold, the accessed user speech model may be adapted based on the audio signal to generate an adapted user speech model that models speech characteristics of the user. Noise compensation may be performed on the received audio signal using the adapted user speech model to generate a filtered audio signal with reduced background audio compared to the received audio signal.
    • 可以接收由基于来自用户的音频输入的设备生成的音频信号。 音频信号可以包括至少一个对应于由该设备记录的一个或多个用户话语的用户音频部分。 可以访问与用户相关联的用户语音模型,并且可以确定音频信号中的背景音频低于定义的阈值。 响应于确定音频信号中的背景音频低于定义的阈值,可以基于音频信号来调整所访问的用户语音模型,以生成对用户的语音特征进行建模的适配的用户语音模型。 可以使用适配的用户语音模型对所接收的音频信号执行噪声补偿,以生成与接收的音频信号相比具有降低的背景音频的滤波音频信号。
    • 5. 发明授权
    • Assisted form filling
    • 辅助表格填写
    • US07426496B2
    • 2008-09-16
    • US10792519
    • 2004-03-03
    • Trausti T. Kristjansson
    • Trausti T. Kristjansson
    • G06E1/00G06E3/00G06F15/00G06G7/00G06N1/00
    • G06F17/243
    • Systems and methods are described that facilitate assisting a user in filling forms. The invention can parse untagged media, such as email, etc., to identify elements that can be employed to populate a form. Identified elements can be automatically inserted into corresponding fields in a form, and status indicators can be associated therewith and indicated to a user in order to alert the user that review of a particular field in the form is warranted. Additionally, the untagged media and the form can be concurrently presented to the user to facilitate user supervision and/or interaction during assisted form filling.
    • 描述了便于辅助用户填充表格的系统和方法。 本发明可以解析诸如电子邮件等的未标记的媒体,以识别可用于填充表单的元素。 识别的元素可以被自动地插入到表单中的相应字段中,并且可以将状态指示符与其相关联并且向用户指示,以便警告用户对该形式的特定字段的审查是有保证的。 此外,可以将未标记的介质和形式同时呈现给用户以促进用户在辅助表单填充期间的监督和/或交互。
    • 6. 发明申请
    • GEOTAGGED ENVIRONMENTAL AUDIO FOR ENHANCED SPEECH RECOGNITION ACCURACY
    • GEOTAGGED环境音频用于增强语音识别精度
    • US20130238325A1
    • 2013-09-12
    • US13862170
    • 2013-04-12
    • Trausti T. KristjanssonMatthew I. Lloyd
    • Trausti T. KristjanssonMatthew I. Lloyd
    • G10L21/0208
    • G10L21/0208G10L15/20
    • 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 an audio signal that corresponds to an utterance recorded by a mobile device, determining a geographic location associated with the mobile device, identifying a set of geotagged audio signals that correspond to environmental audio associated with the geographic location, weighting each geotagged audio signal of the set of geotagged audio signals based on metadata associated with the respective geotagged audio signal, and using the set of weighted geotagged audio signals to perform noise compensation on the audio signal that corresponds to the utterance.
    • 方法,系统和装置,包括在计算机存储介质上编码的计算机程序,用于增强语音识别精度。 在一个方面,一种方法包括接收对应于由移动设备记录的话语的音频信号,确定与移动设备相关联的地理位置,识别与地理位置相关联的环境音频对应的一组地理标记音频信号, 基于与相应的地理标记音频信号相关联的元数据,对所述一组地理标记音频信号的每个地理标记音频信号进行加权,并且使用该组加权的地理标记音频信号对对应于话语的音频信号执行噪声补偿。