A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

A sentence segmenter that actually works!

Punctuation restoration and spell correction experiments.

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

Text normalization library for Python

Text and Punctuation correction with Deep Learning

中文标点符号模型，可以给文本添加标点符号。

Pre-process arabic text (remove diacritics, punctuations and repeating characters)

Unicode tokeniser. Ucto tokenizes text files: it separates words from punctuation, and splits sentences. It offers several other basic preprocessing steps such as changing case that you can all use to make your text suited for further processing such as indexing, part-of-speech tagging, or machine translation. Ucto comes with tokenisation rules …

A PyTorch implementation of a punctuation prediction system using (B)LSTM, which automatically adds suitable punctuation into text without punctuation.

Apache OpenNLP wrapper for Nodejs

A small seq2seq punctuator tool based on DistilBERT

Нейронная сеть для восстановления пунктуации на русском языке.

Sequence to sequence model for Arabic punctuation prediction.

#Sentimental Analytics

Regular Expressions for finding wrong punctuation before publishing.

Regular expression for matching punctuation characters.

A blazingly fast tool for converting to English punctuations

Created a Python library specifically for Traditional Chinese stopwords and punctuations removal