Duc Chung Tran
FPT University
VietnameseSoftware deploymentMachine learningSpeech synthesisActuatorPattern recognitionReliability engineeringNatural language processingProduction (economics)ChatbotContext (language use)Speech recognitionComputer networkService (systems architecture)Computer sciencePhotovoltaic systemWirelessTerm (time)Data modelingWirelessHART
19Publications
1H-index
6Citations
Publications 19
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#1Thi Ha Phan (Posts and Telecommunications Institute of Technology)
#2Duc Chung Tran (FPT University)H-Index: 1
Last. Mohd Fadzil Hassan (UTP: Universiti Teknologi Petronas)H-Index: 10
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This article will detail the steps to build and train the convolutional neural network (CNN) model for Vietnamese character recognition in educational books. Based on this model, a mobile application for extracting text content from images in Vietnamese textbooks was built using OpenCV and Canny edge detection algorithm. There are 178 character classes in Vietnamese with accents. However, within the scope of Vietnamese character recognition in textbooks, some classes of characters only differ in...
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#1Duc Chung TranH-Index: 1
#2Rosdiazli IbrahimH-Index: 13
Last. M. OmarH-Index: 1
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#1Abdul Rehman (UTM: Universiti Teknologi Malaysia)H-Index: 2
#1Abdul Rehman (UTM: Universiti Teknologi Malaysia)
Last. Duc Chung Tran (FPT University)H-Index: 1
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The recent outbreak of novel coronavirus, SARS-CoV-2 or COVID-19, discovered in late 2019, being continued to spread across regions worldwide, has resulted in 1,914,916 “Confirmed” cases with up to 123,010 deaths, as in Situation Report – 85 by World Health Organization (WHO). Most of the developed disease monitoring and tracking tools currently available only present the reported cases up to country-level and not detail down to provincial- or state-, city- level within the countries. This is in...
1 CitationsSource
#1Duc Chung Tran (FPT University)H-Index: 1
#2Duc Long Nguyen (FPT University)H-Index: 1
Last. Mohd Fadzil Hassan (UTP: Universiti Teknologi Petronas)H-Index: 10
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In recent years, voicebot has become a popular communication tool between humans and machines. In this paper, we will introduce our voicebot integrating Text-to-Speech (TTS) and Speech-to-Text (STT) modules provided by FPT.AI. This voicebot can be considered as a critical improvement of a typical chatbot because it can respond to human’s queries by both text and speech. FPT Open Speech, LibriSpeech datasets, and music files were used to test the accuracy and performance of the STT module. For th...
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