This contains Sinhala speech recognition module implementation using a deep neural network
The dataset which was used can be found at: https://drive.google.com/drive/folders/1VtnXemV3mGbPHEDZYhCJu8U5IfiHKSlW?usp=sharing
Deep Neural Network model is defined in sample_models.py. To train the model run.py file is used.
To test the model using live stream audio predict_stream.py is used.
@INPROCEEDINGS{9357295,
author={Gamage, C. Y. and Bogahawatte, J. R. M. and Prasadika, U. K. T. and Sumathipala, Sagara},
booktitle={2020 2nd International Conference on Advancements in Computing (ICAC)},
title={DNN based Currency Recognition System for Visually Impaired in Sinhala},
year={2020},
volume={1},
number={},
pages={422-427},
doi={10.1109/ICAC51239.2020.9357295}}