KinWaiCheuk

nnAudio. Audio processing by using pytorch 1D convolution network

demucs_lightning. Demucs Lightning: A PyTorch lightning version of Demucs with Hydra and Tensorboard features

AudioLoader. PyTorch Dataset for Speech and Music audio

Triplet-net-keras. Implementation of Triplet Neural Network on keras

ReconVAT. ReconVAT: a semi-supervised automatic music transcription (AMT) model

pytorch-triplet-loss. Triplet-net and triplet loss implementation on pytorch

Jointist. Official Implementation of Jointist

pytorch_template. Template that combines PyTorch Lightning and Hydra

IJCNN2020_music_transcription. source code for the paper publised in IJCNN 2020 "The Impact of Audio Input Representations on Neural Network based Music Transcription"

ICPR2020. A Pytorch implementation of Onsets and Frames (Hawthorne 2018)

pytorch_musicnet. Complete implementation of MusicNet in Pytorch

slakh_loader. A PyTorch Dataset for Slakh2100

IJCNN2020_music_emotion. Source code for the paper published in IJCNN 2020 "Regression-based Music Emotion Prediction using Triplet Neural Networks"

source-separation. Python

MCE2018. Source code for Multi-target speaker detection and identification Challenge Evaluation (MCE2018)

ICASSP2023_downloader. Python

IJCNN2021.github.io. source code and additional information for IJCNN2021

Spectrogram-Normalization. Ways to normalize Spectrograms

game-theory-python. Python scripts for simulating game theory problems

Learning. Learning machine learning by doing little experiments with pytorch