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audacity

Audio Editor

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-speech-enhancement

A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

ba

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

coursera-gan-specialization

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deepvoice3_pytorch

PyTorch implementation of convolutional neural networks-based text-to-speech synthesis models

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.

examples

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

farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

fuji_data

go-figure-kubernetes

Kubernetes environment for running go figure apps

hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

lifeins_modling_buy_nobuy

machine-learning-interview

Machine Learning Interviews from FAAG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc.

ml-system-design-pattern

System design patterns for machine learning

multilingual_text_to_speech

An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.

overview

Description-FAQ of the process

parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

pytorch-dc-tts

Text to Speech with PyTorch (English and Mongolian)

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

stylegan2-training

Materials for StyleGAN2 Training class

tacotron

A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

tacotron-2

DeepMind's Tacotron-2 Tensorflow implementation

talking-jobs

tts-style-transfer

Official PyTorch implementation of TTS Style Transfer

wavernn

WaveRNN Vocoder + TTS