Accented Speech Recognition: The Inclusive Realm of Automatic Speech Recognition Systems
Author(s): Toluwani Aremu Originally published on Towards AI. Photo by Jonathan Borba on Unsplash “Hey Google!” “Hey Siri!” “Hey Cortana!” “Bixby!!” “ALEXAAAA!!!” Yes, I was that frustrated trying to see if Google was the problem or if I was! In the summer …
Introduction to Speech Recognition With TensorFlow
Author(s): Rokas Liuberskis Originally published on Towards AI. Master the basics of speech recognition with TensorFlow: Learn how to build and train models, implement real-time audio recognition, and develop practical applications This member-only story is on us. Upgrade to access all of …
Text Recognition With TensorFlow and CTC Network
Author(s): Rokas Liuberskis Originally published on Towards AI. In this tutorial, we will explore how to recognize text from images using TensorFlow and CTC loss with the Neural Networks model. This member-only story is on us. Upgrade to access all of Medium. …
Knowledge Distillation, a Methodology for Compressing Neural Networks
Author(s): Behzad Benam Originally published on Towards AI. Teacher-student architecture to create a smaller model for embedded systems This member-only story is on us. Upgrade to access all of Medium. Photo by Sharon McCutcheon on Unsplash Large neural networks are complex and …
Spoken Language Recognition Using Convolutional Neural Networks
Author(s): Joscha Simon Rieber Automatically identify the spoken language from a speech audio signal with TensorFlow Photo by Su San Lee on Unsplash Introduction Applications At Fraunhofer IAIS, we work on various speech technologies such as automatic speech recognition, speaker recognition, etc. In …
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