An All-Neural On-Device Speech Recognizer

1 · Google AI Research · March 12, 2019, 5 p.m.
Posted by Johan Schalkwyk, Google Fellow, Speech TeamIn 2012, speech recognition research showed significant accuracy improvements with deep learning, leading to early adoption in products such as Google's Voice Search. It was the beginning of a revolution in the field: each year, new architectures were developed that further increased quality, from deep neural networks (DNNs) to recurrent neural networks (RNNs), long short-term memory networks (LSTMs), convolutional networks (CNNs), and more. D...