Punctuation Python Packages

funasr

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

295K 21K 2K

funasr-onnx

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

6K 21K 2K

polytypo

polytypo — normalize typography for Python (quotes, dashes, ellipses, no-break spaces)

5K 0 0

cucco

Text normalization library for Python

801 201 27

fastpunct

Punctuation restoration and spell correction experiments.

769 253 37

deepsegment

A sentence segmenter that actually works!

396 303 54

funasr-torch

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

389 21K 2K

golgotha

Define new operators in any language. Do it, coward! Do it now!

381 0 0

fungpt

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

208 21K 2K

funtts

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

204 21K 2K

funllm

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

199 21K 2K

funasr-python

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

173 21K 2K

distilbert-punctuator

A small seq2seq punctuator tool based on DistilBERT

154 54 9

deepcorrect

Text and Punctuation correction with Deep Learning

148 128 34

mnl-punct-norm

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

110 0 1

funasr-runtime

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

71 21K 2K

funaudio

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

67 21K 2K

funspeech

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

59 21K 2K

funnmt

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

57 21K 2K

funspeaker

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.

57 21K 2K

doc2term

A fast sentence/word tokenizer, and punctuation remover.

29 2 1