Please use this identifier to cite or link to this item:
Title: Multi-language Southeast Asian speech2text development
Authors: Priya Kanakarajan
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2022
Publisher: Nanyang Technological University
Source: Priya Kanakarajan (2022). Multi-language Southeast Asian speech2text development. Final Year Project (FYP), Nanyang Technological University, Singapore.
Project: B3092-211
Abstract: This project aims to improve on the current Code-Switch ASR technology for English- (Dravidian Language) further and help in the future development of an engine that allows speech to be detected in English and another Dravidian language. As a native speaker of English and Tamil, the two languages chosen for my project are English and Tamil. ASRs consist of the Acoustic Model, Language Model and Pronunciation Lexicon. This report will investigate how we can train better Language Models to improve the outputs. To solve this, we also aim to expand the text corpus by not only collecting data but also generating data for the text corpus
Schools: School of Electrical and Electronic Engineering 
Organisations: A*STAR
Rights: Priya Kanakarajan
Fulltext Permission: restricted
Fulltext Availability: With Fulltext
Appears in Collections:EEE Student Reports (FYP/IA/PA/PI)

Files in This Item:
File Description SizeFormat 
Priya's Final Year Project .pdf
  Restricted Access
3.94 MBAdobe PDFView/Open

Page view(s)

Updated on Feb 20, 2024


Updated on Feb 20, 2024

Google ScholarTM


Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.