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    • 4. 发明授权
    • Method and system for using automatic generation of speech features to provide diagnostic feedback
    • 使用自动生成语音特征的方法和系统来提供诊断反馈
    • US07840404B2
    • 2010-11-23
    • US11678508
    • 2007-02-23
    • Xiaoming XiKlaus ZechnerIsaac Bejar
    • Xiaoming XiKlaus ZechnerIsaac Bejar
    • G10L15/00
    • G09B19/04G10L15/26
    • A method and system for providing immediate diagnostic feedback on speech samples of non-native speakers are disclosed. A scoring model is generated based on speech features extracted from one or more training speech samples. An evaluation speech sample is received and speech features of the evaluation speech sample are determined. Based on the scoring model and the speech features, diagnostic feedback is provided to the speaker. In an alternate embodiment, speech features are extracted from an evaluation speech sample. The speech features are then compared with optimal values, ranges of values, or norms for those features. Based on the result of the comparison, diagnostic feedback is provided to the speaker.
    • 公开了一种用于提供对非母语者语音样本的立即诊断反馈的方法和系统。 基于从一个或多个训练语音样本提取的语音特征产生评分模型。 接收评估语音样本,并确定评估语音样本的语音特征。 基于评分模型和语音特征,向讲话者提供诊断反馈。 在替代实施例中,从评估语音样本中提取语音特征。 然后将语音特征与这些特征的最佳值,值范围或规范进行比较。 基于比较的结果,向讲话者提供诊断反馈。
    • 9. 发明授权
    • Non-scorable response filters for speech scoring systems
    • 用于语音评分系统的不可评估的响应过滤器
    • US08990082B2
    • 2015-03-24
    • US13428448
    • 2012-03-23
    • Su-Youn YoonDerrick HigginsKlaus ZechnerShasha XieJe Hun JeonKeelan Evanini
    • Su-Youn YoonDerrick HigginsKlaus ZechnerShasha XieJe Hun JeonKeelan Evanini
    • G10L15/00G09B19/06G10L25/60G10L15/26G10L25/78G10L25/90
    • G09B19/06G10L15/005G10L15/26G10L25/60G10L25/78G10L25/90
    • A method for scoring non-native speech includes receiving a speech sample spoken by a non-native speaker and performing automatic speech recognition and metric extraction on the speech sample to generate a transcript of the speech sample and a speech metric associated with the speech sample. The method further includes determining whether the speech sample is scorable or non-scorable based upon the transcript and speech metric, where the determination is based on an audio quality of the speech sample, an amount of speech of the speech sample, a degree to which the speech sample is off-topic, whether the speech sample includes speech from an incorrect language, or whether the speech sample includes plagiarized material. When the sample is determined to be non-scorable, an indication of non-scorability is associated with the speech sample. When the sample is determined to be scorable, the sample is provided to a scoring model for scoring.
    • 用于对非本机语音进行评分的方法包括接收由非本地语音讲话者所说出的语音样本,并在语音样本上执行自动语音识别和度量提取,以产生语音样本的抄本和与语音样本相关联的语音度量。 该方法还包括基于抄本和语音度量确定语音样本是可划分的还是不可读的,其中确定是基于语音样本的音频质量,语音样本的语音量, 语音样本是脱离主题的,语音样本是否包含来自不正确语言的语音,或者言语样本是否包括剽窃材料。 当样本被确定为不可扫描时,不合格性的指示与语音样本相关联。 当样品被确定为可扫描时,将样品提供给评分模型进行评分。