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Apparatus and method for processing and audio signal for speech enhancement using a feature extraction

机译:使用特征提取来处理和增强语音信号的音频信号的装置和方法

摘要

An apparatus for processing an audio signal to obtain control information for a speech enhancement filter comprises a feature extractor for extracting at least one feature per frequency band of a plurality of frequency bands of a short-time spectral representation of a plurality of short-time spectral representations, where the at least one feature represents a spectral shape of the short-time spectral representation in the frequency band. The apparatus additionally comprises a feature combiner for combining the at least one feature for each frequency band using combination parameters to obtain the control information for the speech enhancement filter for a time portion of the audio signal. The feature combiner can use a neural network regression method, which is based on combination parameters determined in a training phase for the neural network.
机译:一种用于处理音频信号以获得语音增强滤波器的控制信息的设备,包括特征提取器,用于提取多个短时频谱表示的短时频谱表示的多个频带中的每个频带中的至少一个特征。表示,其中至少一个特征表示频带中的短时频谱表示的频谱形状。该设备还包括特征组合器,用于使用组合参数为每个频带组合至少一个特征,以获得针对音频信号的时间部分的语音增强滤波器的控制信息。特征组合器可以使用神经网络回归方法,该方法基于在神经网络的训练阶段中确定的组合参数。

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