Project on Automatic Speaker Recognition

Course Project on Speaker Identification using CNNs.

We use the Voxceleb dataset to train the CNN.

The implementation is based on the paper VoxCeleb: a large-scale speaker identification dataset

Training the model :

python train_model.py --save_path="SAVE" --log_path="Log"

where save_path is the save folder for the best model and log_path is the folder to store the automatic checkpoints.

speaker_name.json contains the mapping of speaker_id vs speaker name that can be used during testing.