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Awesome Punctuator List

awesome list of punctuator ( a.k.a., Punctuation)

The list is in no particular order!!!

Pull requests are welcome!

List

Code LANG model Summary Paper
punctuator Y An LSTM RNN for restoring missing punctuation in unsegmented text.
punctuator2 en Y A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
keras-punctuator en Y Experimental project to punctuate text using a embedding layer, single convolutional layer and output softmax layer written in Keras.
X-Punctuator en A PyTorch implementation of a punctuation prediction system using (B)LSTM, which automatically adds suitable punctuation into text without punctuation.
punctuator en/cn Y A small seq2seq punctuator tool based on DistilBERT
punctuation-prediction Y Support tools for punctuation and boundary detection for ASR output.
punkProse en Punctuation generation for speech transcripts using lexical and prosodic features link
sequence-labeler Neural network sequence labeling model
punctuator jp JP puncuator
tf2-punctuator2 Tensorflow 2.0 implementation of automatic punctuation with RNN + attention
PPASR cn y 基于PaddlePaddle2实现端到端中文语音识别,从入门到实战,超简单的入门案例,超实用的企业项目。
- cn 用多层BLSTM模型同时进行中文分词和标点符号预测
BertPunc en SOTA punctation restoration (for e.g. automatic speech recognition) deep learning model based on BERT pre-trained model link
PaddleSpeech cn y Punctuation Restoration
ffa en A Context-aware Feature Fusion Framework for Punctuation Restoration
indic-punct multi y We currently only handle numbers as a part of our ITN pipeline, and have developed and open-sourced WFST (weighted finite state transducer) based ITN support for 11 Indic languages -Hindi, Gujarati, Telugu, Marathi, Punjabi, Tamil, Bengali, Malayalam, Odia, Assamese, Kannada, using NVIDIA’s NEMO toolkit.
UniPunc en n The case study and multilingfual performance of ICASSP submission link