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

中文标点符号模型，可以给文本添加标点符号。

Text and Punctuation correction with Deep Learning

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

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

A small seq2seq punctuator tool based on DistilBERT

Нейронная сеть для восстановления пунктуации на русском языке.

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

LinTO Platform punctuation service.

simple regex for correcting punctuations

Punctuation restoration using transformer on languages: RU, EN, FR, DE

Light-weight tool for removing punctuation. Supports multiple natural languages. Useful for scrapping, machine learning, and data analysis.

External Tool for JetBrains IDEs to correct grammar and punctuation in selected lines.

Random Password Generator A lightweight, command-line Python tool that generates strong, secure passwords based on your preferences. You can customize: ✅ Password length 🔡 Include letters (both uppercase and lowercase) 🔢 Include numbers 🔣 Include symbols Why It Matters Generates unique, randomized passwords with no external dependencies