Spoken Language Translation in Low‐Resource Language

S Shoba, A Sasithradevi… - … Speech Recognition and …, 2024 - Wiley Online Library
The real world challenge of individuals to communicate between each other is the language
barrier. Most of the languages in India are low‐resource ones. People in India use different …

Multilingual Communication: NMT-Based On-Call Speech Translation for Indian Languages

R Gupta, U Agarwal, A Helen Victoria - International Conference on Multi …, 2024 - Springer
In today's interconnected world, breaking down language barriers is more important than
ever. This research paper aims to introduce a practical solution for seamless multilingual …

Deep Neural Machine Translation (DNMT) Hybrid Deep Learning Architecture‐Based English‐to‐Indian Language Translation

M Nivaashini, G Priyanka… - … Speech Recognition and …, 2024 - Wiley Online Library
Most Indian dialects need more equal information to prepare machine interpretation (MT).
The investigation of machine interpretation has been in progress for a really long time …

An Experiment on Speech-to-Speech Translation of Hindi to English: A Deep Learning Approach

S Singh, TD Singh, S Bandyopadhyay - Advanced Machine Intelligence …, 2022 - Springer
The purpose of this paper is to design and develop a complete Hindi-to-English speech-to-
speech translation system. We employ three modules, ie automatic speech recognition …

Improving low resource speech translation with data augmentation and ensemble strategies

AVK Shanbhogue, R Xue, S Saha… - Proceedings of the …, 2023 - aclanthology.org
This paper describes the speech translation system submitted as part of the IWSLT 2023
shared task on low resource speech translation. The low resource task aids in building …

DsetGenS: An Automated Technique for Building Dataset From Speech with respect to Gujarati-English

M Patel, BK Joshi - 2022 IEEE 11th International Conference on …, 2022 - ieeexplore.ieee.org
The computer has seen significant evolution in recent years, with applications in variety of
disciplines like Machine Learning, Deep Learning etc. Machine Translation (MT) technology …

[PDF][PDF] Exploiting Multilingualism and Transfer Learning for Low Resource Machine Translation

RND Prasanna - 2018 - repository.kulib.kyoto-u.ac.jp
Artificial Intelligence (AI) is the field of science that deals with creating machines that mimic
the activities and behaviour of living beings especially humans. The objective is to either …

Machine translation from speech

R Schwartz, J Olive, J McCary, C Christianson… - Handbook of Natural …, 2011 - Springer
This chapter describes approaches for translation from speech. Translation from speech
presents two new issues. First, of course, we must recognize the speech in the source …

Real time machine translation system between indian languages

AH Patil, SS Patil, SM Patil… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Language understanding is one of those perpetual challenges which has dogged research
from many decades. As a means of connecting with others, but communication is not limited …

Breaking Down Language Barriers: A Review of Speech-to-Text Translation Techniques and Datasets

AA Anil - Proceedings of the International Conference on …, 2023 - papers.ssrn.com
The development of Speech-to-text translation techniques have made drastic improvements
in the effective communication process by breaking down language barriers and enabling …