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asya: Mindful verbal communication using deep learning

2020-08-20 13:37:49
Evalds Urtans, Ariel Tabaks
arXiv_SD
         
Abstract

asya is a mobile application that consists of deep learning models which analyze spectra of a human voice and do noise detection, speaker diarization, gender detection, tempo estimation, and classification of emotions using only voice. All models are language agnostic and capable of running in real-time. Our speaker diarization models have accuracy over 95% on the test data set. These models can be applied for a variety of areas like customer service improvement, sales effective conversations, psychology and couples therapy.

Abstract (translated)

URL

https://arxiv.org/abs/2008.08965

PDF

https://arxiv.org/pdf/2008.08965.pdf

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