Few-shot Keyword-incremental Learning with Total Calibration

Prerequisites

• Download package

python3 -m venv venv
. ./venv/bin/activate
pip install torch torchvision torchaudio tqdm matplotlib scikit-learn requests

• Data processing

cd data
python3 dataset_prep.py
cd ../

• Start training

. ./scripts/gsc2.sh

Dataset

Using Google Speech Commands v2

Acknowledgment

We thank the following repos providing helpful components/functions in our work.

• bcresnet
• FACT
• TEEN