Big_Data_Case

Final Project code

Speech Language Recognition

Two languages (English and Chinese) with the Preprocessed Melp data

There are 5.py documents in this project:

model.py -----> Classification model

data_load.py -----> Return the train_loader, val_loader, test_loader, in_channels, feature_size

main.py -----> Training and saving the model (using the best hyperparameters to training)

predict.py -----> Return the test_label

optimize.py -----> Find the best hyperparameters

transformer_long_and_short.ipynb

save_models/model_transformer_v_final.pth

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
save_models		save_models
LICENSE		LICENSE
README.md		README.md
data_load.py		data_load.py
main.py		main.py
model.py		model.py
optimize.py		optimize.py
predict.py		predict.py
transformer_long_and_short.ipynb		transformer_long_and_short.ipynb