TPPNet

Temporal Pyramid Pooling Convolutional Neural Network for Cover Song Identification [IJCAI2019] https://www.ijcai.org/proceedings/2019/673

Environment

python -- 3 pytorch -- 1.0 librosa -- 0.63

Dataset

Second Hand Songs 100K (SHS100K), which is collected from Second Hand Songs website. We provide the download link in "data/SHS100K_url". The total size of the music is about 400G.

Generate CQT

You can utilize "data/gencqt.py" to get CQT features from your own audio.

Train

python main.py multi_train --model='CQTTPPNet' --batch_size=32 --load_latest=False --notes='experiment0'

Test

python main.py test --model='CQTTPPNet' --load_model_path = 'check_points/best.pth'