langdetect
langid.py
| langdetect | langid.py | |
|---|---|---|
| 2 | 2 | |
| 1,630 | 2,242 | |
| - | - | |
| 0.0 | 0.0 | |
| 4 months ago | over 4 years ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" License |
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langdetect
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AI enthusiasm #9 - A multilingual chatbot📣🈸
langdetect is a package for automated language detection (Github)
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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:
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?
cld3
polyglot - Multilingual text (NLP) processing toolkit
lingua-py - The most accurate natural language detection library for Python, suitable for short text and mixed-language text
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
cld2 - Compact Language Detector 2
py3langid - Faster, modernized fork of the language identification tool langid.py
NLTK - NLTK Source
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
stanfordnlp - [Deprecated] This library has been renamed to "Stanza". Latest development at: https://github.com/stanfordnlp/stanza
Jieba - 结巴中文分词
textacy - NLP, before and after spaCy
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