Classification of Urban Sound Audio Dataset using LSTM-based model.
Classification of Urban Sound Audio Dataset using LSTM-based model.
- pytorch==1.0.1
- scipy==1.2.0
- torchvision==0.2.1
- pandas==0.24.1
- numpy==1.14.3
- torchaudio==0.2
- librosa==0.6.3
- pydub==0.23.1
Create a folder named data/test in the current directory which will contain all the '.wav' files that are to be tested.
Download 'bestModel.pt' from this Link and place in the current directory.
Run the following commands:
python preprocess.py
python eval.py
In case you find any of this useful, consider citing:
@misc{audio-classification-using-LSTM,
author = {Shagun Uppal, Anish Madan, Sarthak Bhagat},
title = {sarthak268/Audio_Classification_using_LSTM},
url = {https://github.com/sarthak268/Audio_Classification_using_LSTM},
year = {2019}
}