Non-linear estimation of voice activity to improve automatic recognition of noisy speech

Feed-forward multi-layer perceptrons (MLP) and recurrent neural networks (RNN) fed with different sets of acoustic features are proposed for computing the presence and absence of speech in continuous speech signal in presence of various levels of background noise. Detailed performance evaluations on voice activity detection (VAD) are repo...More