文盲智能辅助系统的设计与实现  

Design and Implementation of Illiterate Intelligent Assistance System

作　　者：林文敏 汪学明[1] 袁春风 赵倩 华建行 吕永江 LIN Wenmin;WANG Xueming;YUAN Chunfeng;ZHAO Qian;HUA Jianhang;LV Yongjiang(College of Computer Science and Technology,Guizhou University,Guiyang,China,550025)

机构地区：[1]贵州大学计算机科学与技术学院,贵阳550025

出　　处：《福建电脑》2023年第5期83-86,共4页Journal of Fujian Computer

基　　金：贵州省高等学校大学生创新创业训练计划项目(贵大(省)创字(2022)051号,No.S202210657085)资助。

摘　　要：为了解决文盲弱势群体在生活中因识字困难所带来问题,本文设计了一款基于机器学习的文盲智能辅助系统。该系统使用Flask框架,结合并改进多个模型实现系统的各个功能。通过结合讯飞的语音听写流式接口和语音播报接口实现语音识别功能,利用paddle库的OCR模型结合讯飞的语音播报接口实现自然场景下的图片文字识别功能。经过实践表明,该系统在日常生活中能够为文盲弱势群体提供帮助。In order to solve the problems caused by illiteracy difficulties in the lives of illiterate vulnerable groups,this paper designs an illiterate intelligent assistance system based on machine learning.The system uses the Flask framework to combine and improve multiple models to implement the various functions of the system.By combining iFLYTEK's voice dictation streaming interface and voice broadcast interface,the speech recognition function is realized,and the OCR model of paddle library is combined with iFLYTEK's voice broadcast interface to realize the image and text recognition function in natural scenes.The system has been shown to help illiterate vulnerable groups in everyday life.

关 键 词：应用框架 语音听写 语音播报 OCR模型 

分 类 号：TP311.1[自动化与计算机技术—计算机软件与理论]