Andy T. Liu

🎓 Ph.D. student 💠 Speech Lab, 💻 Machine learning, 🚀 Founder of S3PRL

Ecosystems: Python, Tensorflow, PyTorch, scikit-learn, C++, Cuda

Projects

s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit

Python - Released: 15 Jul 2019 - 2,172

ZeroSpeech-TTS-without-T

A Pytorch implementation for the ZeroSpeech 2019 challenge.

Python - Released: 15 Feb 2019 - 110

Mockingjay-Speech-Representation

Official Implementation of Mockingjay in Pytorch

Python - Released: 08 Jun 2020 - 52

Conditional-SeqGAN-Tensorflow

Conditional Sequence Generative Adversarial Network trained with policy gradient, Implementation in Tensorflow

Python - Released: 21 Sep 2018 - 47

Apriori-and-Eclat-Frequent-Itemset-Mining

Implementation of the Apriori and Eclat algorithms, two of the best-known basic algorithms for mining frequent item sets in a set of transactions, implementation in Python.

Python - Released: 21 Oct 2018 - 40

TTS-Tacotron-Pytorch

Pytorch implementation of Tacotron, a speech synthesis end-to-end generative TTS model.

Python - Released: 22 Jan 2019 - 28

Hidden-Markov-Model-Digital-Signal-Processing

Discrete Hidden Markov Model (HMM) Implementation in C++

C++ - Released: 04 Oct 2018 - 24

CS-Tacotron-Pytorch

Pytorch implementation of CS-Tacotron, a code-switching speech synthesis end-to-end generative TTS model.

Python - Released: 11 Jan 2019 - 21

DQN-Deep-Q-Network-Atari-Breakout-Tensorflow

Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.

Python - Released: 19 Nov 2018 - 15

Conditional-SpecGAN-Tensorflow

Text-to-Speech Synthesis by Generating Spectrograms using Generative Adversarial Network

Python - Released: 21 Sep 2018 - 9

Stock-Buy-Sell-Dynamic-Programming-FinTech

Find the best time to buy and sell stock with transaction fe using Dynamic Programming, implementation in Python.

Python - Released: 15 Nov 2018 - 6