In the last years, many steps forward have been made in speech and natural languages recognition and were developed many virtual assistants such as Apple's Siri, Google Now and Microsoft Cortana. Unfortunately, not everyone can use voice to communicate to other people and digital devices. Our system is a first step for extending the possibility of using virtual assistants to speech impaired people by providing an artificial sign languages recognition based on neural network architecture.

Sign Languages Recognition Based on Neural Network Architecture

Vella;Filippo;Infantino;Ignazio;Gaglio;Salvatore
2017

Abstract

In the last years, many steps forward have been made in speech and natural languages recognition and were developed many virtual assistants such as Apple's Siri, Google Now and Microsoft Cortana. Unfortunately, not everyone can use voice to communicate to other people and digital devices. Our system is a first step for extending the possibility of using virtual assistants to speech impaired people by providing an artificial sign languages recognition based on neural network architecture.
2017
Istituto di Calcolo e Reti ad Alte Prestazioni - ICAR
Sign Language
ASL
Sign Recognition
Kinect
Recurrent Neural Networks
Deep learning
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/354164
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