Whispered speech recognition using deep denoising autoencoder

Recently Deep Denoising Autoencoders (DDAE) have shown state-of-the-art performance on various machine learning tasks. In this paper, the authors extended this approach to whispered speech recognition which is one of the most challenging problems in Automatic Speech Recognition (ASR). Namely, due to...

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Veröffentlicht in:	Engineering applications of artificial intelligence Jg. 59; S. 15 - 22
Hauptverfasser:	Grozdić, Đorđe T., Jovičić, Slobodan T., Subotić, Miško
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.03.2017
Schlagworte:	Automatic speech recognition (ASR) Deep denoising autoencoder (DDAE) Deep learning Whispered speech Deep learning Deep denoising autoencoder (DDAE) Automatic speech recognition (ASR) Whispered speech
ISSN:	0952-1976, 1873-6769
Online-Zugang:	Volltext
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