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Vaclav Kosar
Software And Machine Learning Blog

Restore Missing Punctuation with Keras Convolutional Text Punctuator

15 Jul 2017

Simple deep neural network machine learning project for restoring punctuation in a text.

The project uses GloVe embeddings and has simple convolutional architecture implemented in Keras framework. It achieved reasonable performance, such that I could use it in an Android application for downloading and punctuating Youtube subtitles.

Code

The source code in on Github: https://github.com/vackosar/keras-punctuator

Video