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SYSTEM AND METHOD OF USING NEURAL TRANSFORMS OF ROBUST AUDIO FEATURES FOR SPEECH PROCESSING

机译:使用鲁棒音频特征的神经变换进行语音处理的系统和方法

摘要

A system and method for processing speech includes receiving a first information stream associated with speech, the first information stream comprising micro-modulation features and receiving a second information stream associated with the speech, the second information stream comprising features. The method includes combining, via a non-linear multilayer perceptron, the first information stream and the second information stream to yield a third information stream. The system performs automatic speech recognition on the third information stream. The third information stream can also be used for training HMMs.
机译:一种用于处理语音的系统和方法,包括:接收与语音相关联的第一信息流,该第一信息流包括微调制特征;以及接收与该语音相关联的第二信息流,该第二信息流包括特征。该方法包括经由非线性多层感知器将第一信息流和第二信息流组合以产生第三信息流。该系统对第三信息流执行自动语音识别。第三信息流也可以用于训练HMM。

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