KinWaiCheuk/demucs_lightning

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Created over 2 years ago
Updated over 1 year ago

KinWaiCheuk/demucs_lightning

KinWaiCheuk

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

nnAudio

Audio processing by using pytorch 1D convolution network

AudioLoader

PyTorch Dataset for Speech and Music audio

Triplet-net-keras

Implementation of Triplet Neural Network on keras

Jupyter Notebook

pytorch-triplet-loss

Triplet-net and triplet loss implementation on pytorch

Jupyter Notebook

ReconVAT

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

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"

Jupyter Notebook

pytorch_musicnet

Complete implementation of MusicNet in Pytorch

Jupyter Notebook

slakh_loader

A PyTorch Dataset for Slakh2100

source-separation

IJCNN2020_music_emotion

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

Jupyter Notebook

ICASSP2023_downloader

MCE2018

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

Jupyter Notebook

Spectrogram-Normalization

Ways to normalize Spectrograms

game-theory-python

Python scripts for simulating game theory problems

Jupyter Notebook

IJCNN2021.github.io

source code and additional information for IJCNN2021

Learning

Learning machine learning by doing little experiments with pytorch

Jupyter Notebook