Preserving and innovating indigenous languages is crucial for maintaining cultural heritage and facilitating community development in this digital age. Understanding the digital …
Code-switching is a common form of communication in every bilingual or multilingual culture. It has become common in an ethnically diverse country like India, where multiple …
In this paper, a semisupervised speech data extraction method is presented and applied to create a new dataset designed for the development of fully bilingual Automatic Speech …
In this study, we present improvements in N-best rescoring of code-switched speech achieved by n-gram augmentation as well as optimised pretraining of long short-term …
Recently, large pre-trained multilingual speech models have shown potential in scaling Automatic Speech Recognition (ASR) to many low-resource languages. Some of these …
AS Doğruöz, S Sitaram - Proceedings of the 1st Annual Meeting of …, 2022 - aclanthology.org
There is a growing interest in building language technologies (LTs) for low resource languages (LRLs). However, there are flaws in the planning, data collection and …
The development of speech technology requires large amounts of data to estimate the underlying models. Even when relying on large multilingual pre-trained models, some …
Automatic speech recognition (ASR) of speech signals with code-switching (an abrupt language change common in bilingual communities) typically requires spoken language …
This paper summarizes speech recognition systems for African languages. More precisely, we propose different approaches that address the low-resource property of these …