d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.

dall-e

PyTorch package for the discrete VAE used for DALL·E.

dalle-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

dalle_tutorial

Just a simple record for myself to use the open ai dalle2

dawdreamer

Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, Warp Markers, and JUCE processors

ddsp

DDSP: Differentiable Digital Signal Processing

deepafx

Third-party audio effects plugins as differentiable layers within deep neural networks.

deepfilternet

Noise supression using deep filtering

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

demucs_lightning

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

denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

diffusion_practice

A repo record my practice and learning process of diffusion model

diffwave

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

dnn-based_source_separation

A PyTorch implementation of DNN-based source separation.

dns-challenge

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

docker-compose-healthcheck

How to wait for container X before starting Y using docker-compose healthcheck

docker-facebook-demucs

Dockerized Facebook Demucs library to make it easy its execution

docker-ffmpeg

A Dockerfile FFmpeg from source. Built on Alpine Linux.

docker-python

Kaggle Python docker image

docker-tutorial

Docker 基本教學 - 從無到有 Docker-Beginners-Guide 教你用 Docker 建立 Django + PostgreSQL 📝

docker_practice

The repo is to record something about practicing using the docker

dotfiles

A repo to record some tool's config and learning process

dragonfly

Speech recognition framework allowing powerful Python-based scripting and extension of Dragon NaturallySpeaking (DNS), Windows Speech Recognition (WSR), Kaldi and CMU Pocket Sphinx

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

ebus_medical_image_classification_caffe_based

使用Caffe框架，並運用開源model做finetune，並串接CNN+SVM做超音波影像良惡性診斷

effectivepytorch

PyTorch tutorials and best practices.

embedchain

Framework to easily create LLM powered bots over any dataset.

esmb-corpus