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MULTI-PASS SPEECH ACTIVITY DETECTION STRATEGY TO IMPROVE AUTOMATIC SPEECH RECOGNITION

机译:多通道语音活动检测策略可提高自动语音识别能力

摘要

An automatic speech recognition system and a method performed by an automatic speech recognition system are provided. The method includes performing at least two passes of speech activity detection on an acoustic utterance uttered by a speaker. The at least two passes include an initial pass and a subsequent pass. The method further includes estimating at least one of feature statistics and transforms for acoustic feature extraction and acoustic modeling based on an output of an initial pass. The method further includes performing automatic speech recognition using an output of the subsequent pass while bypassing an output of the initial pass to recognize the acoustic utterance.
机译:提供了一种自动语音识别系统和由自动语音识别系统执行的方法。该方法包括对扬声器发出的声音进行至少两次语音活动检测。至少两次通过包括初始通过和随后通过。该方法还包括基于初始遍的输出来估计用于声学特征提取和声学建模的特征统计和变换中的至少一个。该方法进一步包括使用随后通过的输出执行自动语音识别,同时绕过初始通过的输出以识别声音。

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