Staccato (final year project)

Audio system using 1D CNN and 2D parallel CNN and CNN using Transformer

By studying numerous vocal and speech patterns, this project proposes an automated technique to recognizing human emotions.

To launch the app locally, in the terminal, you can run the following command:

$ pipenv shell env_name
$ pip install requirements.txt

Navigate to src - >

$src/:~$ streamlit run app.py

Name		Name	Last commit message	Last commit date
Latest commit History 134 Commits
.idea		.idea
.streamlit		.streamlit
.vscode		.vscode
clatter		clatter
images		images
loaded_data		loaded_data
models		models
src		src
test		test
.gitignore		.gitignore
Models.ipynb		Models.ipynb
README.md		README.md
emomap.md		emomap.md
nn.ipynb		nn.ipynb
parallel_cnn.ipynb		parallel_cnn.ipynb
parallel_lstm.ipynb		parallel_lstm.ipynb
requirements.txt		requirements.txt
ser_mlp.ipynb		ser_mlp.ipynb