6533b7d2fe1ef96bd125f444

RESEARCH PRODUCT

Sign Languages Recognition Based on Neural Network Architecture

Filippo VellaIgnazio InfantinoSalvatore GaglioSalvatore GaglioManuele Palmeri

subject

American Sign LanguageComputer sciencebusiness.industryTime delay neural networkDeep learningSpeech recognition020207 software engineering02 engineering and technologylanguage.human_languageRecurrent neural network0202 electrical engineering electronic engineering information engineeringNeural network architecturelanguage020201 artificial intelligence & image processingArtificial intelligencebusinessNatural languageSign (mathematics)

description

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.

yearjournalcountryeditionlanguage
2017-05-28
https://doi.org/10.1007/978-3-319-59480-4_12