Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks

In this paper we address the problem of Automatic Speech Recognition (ASR) when the speech signal has been transmitted over communications networks. In these conditions, the main causes of distortion in an ASR system are ambient noise, transmission errors and the encoding-decoding process [32]. In t...

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Main Authors: Gómez Cajas, Diego Ferney, Sepúlveda Sepúlveda, Franklin Alexander, Pinto Serrano, Mario Augusto
Format: info:eu-repo/semantics/article
Language:spa
Published: UNIVERSIDAD ANTONIO NARIÑO 2014
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Online Access:https://revistas.uan.edu.co/index.php/ingeuan/article/view/356
https://repositorio.uan.edu.co/handle/123456789/10433
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author Gómez Cajas, Diego Ferney
Sepúlveda Sepúlveda, Franklin Alexander
Pinto Serrano, Mario Augusto
author_facet Gómez Cajas, Diego Ferney
Sepúlveda Sepúlveda, Franklin Alexander
Pinto Serrano, Mario Augusto
author_sort Gómez Cajas, Diego Ferney
collection DSpace
description In this paper we address the problem of Automatic Speech Recognition (ASR) when the speech signal has been transmitted over communications networks. In these conditions, the main causes of distortion in an ASR system are ambient noise, transmission errors and the encoding-decoding process [32]. In the literature we are able to find multiple solutions for this problem, from different points of views; however, in this paper we will focus the analysis on solutions with robust parameterizations for the above distortions.
format info:eu-repo/semantics/article
id repositorio.uan.edu.co-123456789-10433
institution Repositorio Digital UAN
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publishDate 2014
publisher UNIVERSIDAD ANTONIO NARIÑO
record_format dspace
spelling repositorio.uan.edu.co-123456789-104332024-10-14T03:47:37Z Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks Parametrizaciones robustas de Reconocimiento Automático de Habla (RAH) en redes de comunicaciones Gómez Cajas, Diego Ferney Sepúlveda Sepúlveda, Franklin Alexander Pinto Serrano, Mario Augusto ASR Speech Coding CELP coders packet networks VolP transmission errors packet loss noise mobile networks UMTS LTE In this paper we address the problem of Automatic Speech Recognition (ASR) when the speech signal has been transmitted over communications networks. In these conditions, the main causes of distortion in an ASR system are ambient noise, transmission errors and the encoding-decoding process [32]. In the literature we are able to find multiple solutions for this problem, from different points of views; however, in this paper we will focus the analysis on solutions with robust parameterizations for the above distortions. In this paper we address the problem of Automatic Speech Recognition (ASR) when the speech signal has been transmitted over communications networks. In these conditions, the main causes of distortion in an ASR system are ambient noise, transmission errors and the encoding-decoding process [32]. In the literature we are able to find multiple solutions for this problem, from different points of views; however,in this paper we will focus the analysis on solutions with robust parameterizations for the above distortions. 2014-09-08 2024-10-10T02:24:55Z 2024-10-10T02:24:55Z info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 http://purl.org/coar/version/c_970fb48d4fbd8a85 https://revistas.uan.edu.co/index.php/ingeuan/article/view/356 https://repositorio.uan.edu.co/handle/123456789/10433 spa https://revistas.uan.edu.co/index.php/ingeuan/article/view/356/297 https://creativecommons.org/licenses/by-nc-sa/4.0 http://purl.org/coar/access_right/c_abf2 application/pdf UNIVERSIDAD ANTONIO NARIÑO INGE@UAN - TENDENCIAS EN LA INGENIERÍA; Vol. 3 Núm. 6 (2013) 2346-1446 2145-0935
spellingShingle ASR
Speech Coding
CELP coders
packet networks
VolP
transmission errors
packet loss
noise
mobile networks
UMTS
LTE
Gómez Cajas, Diego Ferney
Sepúlveda Sepúlveda, Franklin Alexander
Pinto Serrano, Mario Augusto
Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title_full Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title_fullStr Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title_full_unstemmed Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title_short Robust parameterizations of Automatic Speech Recognition (ASR) in communications networks
title_sort robust parameterizations of automatic speech recognition asr in communications networks
topic ASR
Speech Coding
CELP coders
packet networks
VolP
transmission errors
packet loss
noise
mobile networks
UMTS
LTE
url https://revistas.uan.edu.co/index.php/ingeuan/article/view/356
https://repositorio.uan.edu.co/handle/123456789/10433
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