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accompaniment-system

adabound

An optimizer that trains as fast as Adam and as good as SGD.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

audiolm-pytorch

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

colearning

conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

deep-image-prior

Image restoration with neural networks but without learning.

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1/24 kHz mono/stereo audio.

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feature-predictor-for-speech-codec

high-bitrate.github.io

*BeaqleJS* provides a framework to create browser based listening tests and is purely based on open web standards like HTML5 and Javascript.

ladiffcodec

low-bitrate.github.io

lpcnet

Efficient neural speech synthesis

machine-learning-for-bioinformatics

machine-learning-understanding-and-practice

I built up the repository to help myself understand machine learning better

medium-bitrate.github.io

miipher

Unofficial implementation of miipher

mini-library

乡村图书馆管理系统

music-spectrogram-diffusion

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

pytorch-beginner

pytorch tutorial for beginners

remixing

sanac

ssl-vocoders

Implementation of vocoders empowered with pytorch lightning

storm

StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation