Tony Robinson is a pioneer in the application of

recurrent neural network A recurrent neural network (RNN) is a class of artificial neural networks where connections between nodes can create a cycle, allowing output from some nodes to affect subsequent input to the same nodes. This allows it to exhibit temporal dynamic ...

s to

speech recognition Speech recognition is an interdisciplinary subfield of computer science and computational linguistics that develops methodologies and technologies that enable the recognition and translation of spoken language into text by computers with the m ...

, being one of the first to discover the practical capabilities of deep neural networks and how they can be used to benefit speech recognition. He first published on the topic while studying for his PhD at

Cambridge University , mottoeng = Literal: From here, light and sacred draughts. Non literal: From this place, we gain enlightenment and precious knowledge. , established = , other_name = The Chancellor, Masters and Schola ...

in the 1980s. He has published over a hundred widely cited research papers on automatic speech recognition (ASR) in the years since. In 1995, Robinson formed SoftSound Ltd, a speech technology company which was acquired by search pioneer

Autonomy In developmental psychology and moral, political, and bioethical philosophy, autonomy, from , ''autonomos'', from αὐτο- ''auto-'' "self" and νόμος ''nomos'', "law", hence when combined understood to mean "one who gives oneself one's ...

with a view to using the technology to make unstructured video and voice data easily searchable. Robinson helped build the fastest large vocabulary speech recognition system available at the time, and operating in more languages than any other model, by developing and focusing on recurrent neural networks. From 2008–2010, Robinson was the Director of the Advanced Speech Group at SpinVox, a provider of speech-to-text conversion services for carrier markets, including wireless, VoIP and cable. Their Automatic Speech Recognition (ASR) system was, for a time, being used more than one million times per day and SpinVox was subsequently acquired by global speech technology company Nuance. Tony Robinson was also founder of Speechmatics which launched its cloud-based speech recognition services in 2012. Speechmatics subsequently announced a significant technological breakthrough in accelerated new language modeling late in 2017. Robinson continues to publish papers at the rapidly developing edges of speech recognition technology, especially in the area of statistical language modelling.

References

{{DEFAULTSORT:Robinson, Tony Living people Year of birth missing (living people)