An overview of Indian spoken language recognition from machine learning perspective
Automatic spoken language identification (LID) is a very important research field in the era of
multilingual voice-command-based human-computer interaction. A front-end LID module …
multilingual voice-command-based human-computer interaction. A front-end LID module …
A language identification system using hybrid features and back-propagation neural network
Abstract Language Identification (LID) is accurate identification of the unknown language by
comparison of speech biometrics of test speech sample and language models accumulated …
comparison of speech biometrics of test speech sample and language models accumulated …
Development of novel automated language classification model using pyramid pattern technique with speech signals
Abstract Language classification using speeches is a complex issue in machine learning
and pattern recognition. Various text and image-based language classification methods …
and pattern recognition. Various text and image-based language classification methods …
Multilingual speech corpus in low-resource eastern and northeastern Indian languages for speaker and language identification
Research and development of speech technology applications in low-resource languages
(LRL) are challenging due to the non-availability of proper speech corpus. Especially, for …
(LRL) are challenging due to the non-availability of proper speech corpus. Especially, for …
Performance of a language identification system using hybrid features and ANN learning algorithms
This paper discusses the use of hybrid features and artificial neural network (ANN) for
spoken language identification (LID). At the feature extraction stage, we have used RASTA …
spoken language identification (LID). At the feature extraction stage, we have used RASTA …
[PDF][PDF] NepBERTa: Nepali language model trained in a large corpus
Nepali is a low-resource language with more than 40 million speakers worldwide. It is
written in Devnagari script and has rich semantics and complex grammatical structure. To …
written in Devnagari script and has rich semantics and complex grammatical structure. To …
Identification of two tribal languages of India: An experimental study
J Basu, TR Hrangkhawl, TK Basu… - Artificial Intelligence …, 2021 - taylorfrancis.com
In the Indian scenario, the inadequacy of digitally available resources of language restricts
the expansion of speech technology applications. This paper describes an experimental …
the expansion of speech technology applications. This paper describes an experimental …
Performance evaluation of language identification on emotional speech corpus of three Indian languages
J Basu, S Majumder - Intelligence Enabled Research: DoSIER 2020, 2020 - Springer
This paper describes the performance evaluation of spoken language identification (SLID)
from emotional speech data of three Indian languages, namely Assamese (AS), Bengali …
from emotional speech data of three Indian languages, namely Assamese (AS), Bengali …