We present an approach to detecting and recognizing spoken isolated phrases based solely on visual input. We adopt an architecture that rst employs discriminative detection of visual speech and articulatory features, and then performs recognition u
In the few last years, we saw the rise of practical speech recognition applications, which work well in English and a few other languages. There is no doubt that this trend will continue and a more natural interaction between humans and technology w
作者:Microsoft Research AI首席科学家 - 邓力 俞栋 This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants.
端到端的语音处理系统,Recently, encoder-decoder neural networks have shown impressive performance on many sequence-related tasks. The architecture commonly uses an attentional mechanism which allows the model to learn alignments between the source and the targ