Kyubyong Park's Projects
Multi-lingual Text Processing
name2nat: a Python package for nationality prediction from a name
Can CNNs transliterate Pinyin into Chinese characters correctly?
Can neural networks transliterate Romaji into Japanese correctly?
Tokenize English sentences using neural networks.
Yet Another Model Using Neural Networks for Predicting Binding Preferences of for Test DNA Sequences
A list of datasets/corpora for NLP tasks, in reverse chronological order.
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
Explains nlp building blocks in a simple manner.
Natural Language Processing Tasks and References
Numpy exercises.
Polyglot: Large Language Models of Well-balanced Competence in Multi-languages
PORORO: Platform Of neuRal mOdels for natuRal language prOcessing
PyTorch tutorials demonstrating modern techniques with readable code
pronunciation dictionaries for multiple languages
Character-level Neural Translation using Quasi-RNNs
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Spam Dectection Under Semi-supervised settings
Making a TTS model with 1 minute of speech samples within 10 minutes
Tensor2tensor experiment with SpecAugment
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
Can Neural Networks Crack Sudoku?
A TensorFlow Implementation of Tacotron: A Fully End-to-End Text-To-Speech Synthesis Model
Speech Recognition Using Tacotron
TensorFlow Exercises - focusing on the comparison with NumPy.
Samples for Multi GPUs in TensorFlow
TensorForce: A TensorFlow library for applied reinforcement learning
An Implementation of 'Texture Synthesis Using Convolutional Neural Networks' with Kylberg Texture Dataset