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MULTI-DIALECT AND MULTILINGUAL SPEECH RECOGNITION

机译:多方言和多语言语音识别

摘要

Methods, systems, and apparatus, including computer programs encoded on a computer-readable media, for speech recognition using multi-dialect and multilingual models. In some implementations, audio data indicating audio characteristics of an utterance is received. Input features determined based on the audio data are provided to a speech recognition model that has been trained to output score indicating the likelihood of linguistic units for each of multiple different language or dialects. The speech recognition model can be one that has been trained using cluster adaptive training. Output that the speech recognition model generated in response to receiving the input features determined based on the audio data is received. A transcription of the utterance generated based on the output of the speech recognition model is provided.
机译:用于使用多方言和多语言模型进行语音识别的方法、系统和设备,包括在计算机可读介质上编码的计算机程序。在一些实现中,接收指示话语的音频特征的音频数据。基于音频数据确定的输入特征被提供给语音识别模型,该模型经过训练以输出分数,该分数指示多个不同语言或方言中每个语言单元的可能性。语音识别模型可以是使用集群自适应训练进行训练的模型。接收响应于接收基于音频数据确定的输入特征而生成的语音识别模型的输出。提供了基于语音识别模型的输出生成的话语的转录。

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