polyglot
langid.py
| polyglot | langid.py | |
|---|---|---|
| 1 | 2 | |
| 2,321 | 2,341 | |
| 0.3% | - | |
| 0.0 | 0.0 | |
| over 1 year ago | about 5 years ago | |
| Python | Python | |
| GNU General Public License v3.0 only | BSD 3-clause "New" or "Revised" License |
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polyglot
langid.py
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Curator v0.1.0: Auto-organize large movie collections (AI language detection+sync)
Right now it's in early stages: It can detect languages from audio and subtitles (Whisper+LangID) with good results so far tried with 52 movies here (failed with just 1 which was silent). I'm currently working on synchronization: Hopefully subtitle timestamps and audio sound effects can suffice for cross-correlation. After that, I'll work on the TUI (maybe add a proper GUI too) to improve UX.
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Announcing Lingua 1.0.0: The most accurate natural language detection library for Python, suitable for long and short text alike
Python is widely used in natural language processing, so there are a couple of comprehensive open source libraries for this task, such as Google's CLD 2 and CLD 3, langid and langdetect. Unfortunately, except for the last one they have two major drawbacks:
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
py3langid - Faster, modernized fork of the language identification tool langid.py
NLTK - NLTK Source
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
stanfordnlp - [Deprecated] This library has been renamed to "Stanza". Latest development at: https://github.com/stanfordnlp/stanza
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
textacy - NLP, before and after spaCy
Jieba - 结巴中文分词
Pattern - Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
pntl - Practical Natural Language Processing Tools for Humans is build on the top of Senna Natural Language Processing (NLP) predictions: part-of-speech (POS) tags, chunking (CHK), name entity recognition (NER), semantic role labeling (SRL) and syntactic parsing (PSG) with skip-gram all in Python and still more features will be added. The website give is for downlarding Senna tool