通过nlp进行语音识别的意义:综述

Geetanjli Khambra
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摘要

在数字化的当前状态下,研究人员发现了一种前沿技术,可以将信息从数字机器传递给用户,反之亦然,即自然语言处理(NLP),这是人工智能分支之一。NLP是一种对人类语言的计算表示和分析,其全球目标是促进计算机和个人之间自然发生的互动,无论是语音,书法还是文本。自然语言处理在发达国家有各种蓬勃发展的方面,在不同领域的应用也在不断扩大。语音识别是当今研究人员研究的一个大领域。语音识别,也被称为自动语音识别(ASR)或语音到文本,能够处理书面格式的人类语音。主要重点是开发识别系统,通过文本或语音的处理,允许人机交流,从而增强人与人之间的交流。它是一种使人们能够与设备交流的技术。语音识别系统的几种应用已经到位,并且都理解各种审查挑战。本文阐述了语音识别实际功能的必要性,模型的类型,解决ASR的挑战。深入研究Alexa和Siri的功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
IMPLICATIONS OF SPEECH RECOGNITION THROUGH NLP: AN OVERVIEW
In the current state of digitalization researchers have found a leading-edge technology that delivers information to users from the digital machine and vice-versa and i.e. Natural Language Processing (NLP), one of an AI branch that made a difference. NLP is a computational representation and analysis of human language, which globally aims to facilitate naturally occurring interaction between computers and individuals whether phonically, calligraphically or textual. NLP has various booming sides in advanced world and has expands its applications in different domains. One of its application Speech recognition is a large field of research for modern-day researchers. Speech recognition, also known as automatic speech recognition (ASR) or speech-to-text, is capable of handling human speech in a written format. The main focus is on development of recognition system which enhances human-to-human communication by permitting man-machine communication through the processing of texts or speeches. It is a technology that makes it possible for people to communicate with devices. Several applications of voice recognition systems are in place and all understand diverse scrutiny challenges.This paper captures the necessity of how speech recognition actually functions, types of model, resolving challenges of ASR. Deep study on functioning of Alexa and Siri.
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