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Marco, Chang's Projects

speech_recognition icon speech_recognition

Speech recognition module for Python, supporting several engines and APIs, online and offline.

speechsplit icon speechsplit

Unsupervised Speech Decomposition Via Triple Information Bottleneck

stacknet icon stacknet

StackNet is a computational, scalable and analytical Meta modelling framework

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

stockpredictionai icon stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

system-design-primer icon system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tabnine icon tabnine

The all-language autocompleter: https://tabnine.com/

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflowasr icon tensorflowasr

:zap: TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

tensorflowtts icon tensorflowtts

:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, Korean, Chinese, German and Easy to adapt for other languages)

tpu icon tpu

Reference models and tools for Cloud TPUs.

trfl icon trfl

TensorFlow Reinforcement Learning

vocgan icon vocgan

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

vscode-remote-release icon vscode-remote-release

Visual Studio Code Remote Development: Open any folder in WSL, in a Docker container, or on a remote machine using SSH and take advantage of VS Code's full feature set.

wavegan icon wavegan

WaveGAN: using GANs to synthesize raw audio

waveglow icon waveglow

A Flow-based Generative Network for Speech Synthesis

wavegrad icon wavegrad

Implementation of Google Brain's WaveGrad high-fidelity vocoder (paper: https://arxiv.org/pdf/2009.00713.pdf). First implementation on GitHub.

wenet icon wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit

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