Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»

Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»

The article considers physical basis for formation and propagation of sound and its psychophysical perception by living creatures. The authors suggest an algorithm of living creatures’ identification by the voice timbre and the algorithm’s practical realization by artificial neural networks, by init...

Full description

Bibliographic Details
Main Authors: Gafurov Anton, Gafurov Oleg
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201815501002
id doaj-389af38e5f0a4ab582282b46504b9e56
record_format Article
spelling doaj-389af38e5f0a4ab582282b46504b9e562021-02-02T03:35:37ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-011550100210.1051/matecconf/201815501002matecconf_imet2018_01002Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»Gafurov AntonGafurov OlegThe article considers physical basis for formation and propagation of sound and its psychophysical perception by living creatures. The authors suggest an algorithm of living creatures’ identification by the voice timbre and the algorithm’s practical realization by artificial neural networks, by initialization of a conversation by the robot in order to reduce ambiguity of responses and to improve the quality of recognition in real-time mode.https://doi.org/10.1051/matecconf/201815501002
collection DOAJ
language English
format Article
sources DOAJ
author Gafurov Anton
Gafurov Oleg
spellingShingle Gafurov Anton
Gafurov Oleg
Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
MATEC Web of Conferences
author_facet Gafurov Anton
Gafurov Oleg
author_sort Gafurov Anton
title Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
title_short Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
title_full Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
title_fullStr Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
title_full_unstemmed Recognition and Identification by Timbre of a Living Creature's Voice Based on Trainable Neural Networks in Real-Time Mode and Their Implementation in the Intelligent System «Neurocyber»
title_sort recognition and identification by timbre of a living creature's voice based on trainable neural networks in real-time mode and their implementation in the intelligent system «neurocyber»
publisher EDP Sciences
series MATEC Web of Conferences
issn 2261-236X
publishDate 2018-01-01
description The article considers physical basis for formation and propagation of sound and its psychophysical perception by living creatures. The authors suggest an algorithm of living creatures’ identification by the voice timbre and the algorithm’s practical realization by artificial neural networks, by initialization of a conversation by the robot in order to reduce ambiguity of responses and to improve the quality of recognition in real-time mode.
url https://doi.org/10.1051/matecconf/201815501002
work_keys_str_mv AT gafurovanton recognitionandidentificationbytimbreofalivingcreaturesvoicebasedontrainableneuralnetworksinrealtimemodeandtheirimplementationintheintelligentsystemneurocyber
AT gafurovoleg recognitionandidentificationbytimbreofalivingcreaturesvoicebasedontrainableneuralnetworksinrealtimemodeandtheirimplementationintheintelligentsystemneurocyber
_version_ 1724307422695129088

Similar Items