Automatic Speech Recognition (ASR) for Nepali converts spoken Nepali language into text using deep learning models. It involves preprocessing audio, …
Domain: Low-Resource Languages , Natural Language Processing , Speech Processing
Researchers: Prof.Dr. Bal Krishna Bal , Mr. Rupak Raj Ghimire
Status: In ProgressStart Date: Aug. 15, 2022
Nepali, a low-resource language belonging to the Indo-Aryan language family and spoken in Nepal, India, Sikkim, and Burma has comparatively …
Domain: Natural Language Processing , Machine Translation
Researchers: Prof.Dr. Bal Krishna Bal , Mr. Praveen Acharya
Status: CompletedStart Date: May 1, 2023
End Date: May 31, 2024
The Tamang language is spoken mainly in Nepal, Sikkim, West Bengal, some parts of Assam, and the North East region …
Domain: Low-Resource Languages , Natural Language Processing , Machine Translation
Researchers: Prof.Dr. Bal Krishna Bal
Status: CompletedStart Date: Dec. 18, 2019
End Date: Oct. 20, 2020
Research on Deep learning-based Text-toSpeech (TTS) systems has gained increasing popularity in low-resource languages as this approach is not only …
Domain: Text-to-Speech Systems , Low-Resource Languages , Natural Language Processing
Researchers: Prof.Dr. Bal Krishna Bal
Status: CompletedStart Date: Dec. 1, 2022
End Date: Oct. 1, 2023
Many image captioning tasks have been carried out in recent years, the majority of the work being for the English …
Domain: Low-Resource Languages , Image/Video Captioning , Computer Vision , Natural Language Processing
Researchers: Prof.Dr. Bal Krishna Bal , Mr. Bipesh Raj Subedi
Status: CompletedStart Date: March 1, 2021
End Date: Oct. 15, 2022
It presents a study on Nepali video captioning using deep neural networks. Through the integration of pretrained CNNs and RNNs, …
Domain: Low-Resource Languages , Image/Video Captioning , Computer Vision , Natural Language Processing
Researchers: Prof.Dr. Bal Krishna Bal , Mr. Bipesh Raj Subedi
Status: CompletedStart Date: Feb. 1, 2023
End Date: Sept. 1, 2023
Despite the availability of various algorithms for speech recognition, their performance for low resource languages like Nepali is suboptimal. The …
Domain: Natural Language Processing , Speech Processing
Researchers: Prof.Dr. Bal Krishna Bal
Status: CompletedStart Date: Dec. 1, 2022
End Date: Oct. 31, 2023
Fine tuning of the pre-trained language model is a technique which can be used to enhance the technologies of low …
Domain: Low-Resource Languages , Natural Language Processing , Speech Processing
Researchers: Prof.Dr. Bal Krishna Bal , Mr. Rupak Raj Ghimire , Dr. Prakash Poudyal
Status: CompletedStart Date: Nov. 1, 2022
End Date: Sept. 30, 2023
Text-to-Speech (TTS) for Nepali converts written Nepali text into natural-sounding speech using deep learning models. It involves text preprocessing, phoneme …
Domain: Text-to-Speech Systems , Natural Language Processing
Researchers: Prof.Dr. Bal Krishna Bal
Status: In ProgressStart Date: Nov. 1, 2022