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Personal project I am working on to create a corpus of interactions in spoken French for syntactic and prosodic investigations.

License: MIT License

Python 62.78% Jupyter Notebook 37.22%
corpus-linguistics nltk python3 webdriver webscraping

nlp-for-spoken-corpora's Introduction

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A little bit about me πŸ‘€

πŸ‘©β€πŸŽ“ Former postdoctoral researcher at the University of Cambridge, UK, now Data Scientist at Five9.

πŸ“š Interested in linguistics, data, all sorts of NLP-powered technologies, and conversation design.

πŸ§‘β€πŸ¦½ Hoping to make a difference by creating a more accessible and safer world for everyone through technology.

πŸ€– Founder and Lead NLP Engineer at the Omdena Cambridge local chapter, where we develop applications to fight misinformation and promote diversity and inclusion in technology πŸ”₯

πŸ“­ You can reach out to me on Caterina Bonan | LinkedIn and/or check out my up-to-date CV in this repo 😎

What I've been up to lately πŸ™ƒ

πŸ€– As a part of my training in ML, I have been developing a Recommendation Ranking System along the lines of that of Facebook Marketplace.

πŸš€ My colleagues Giuseppe Samo, Fuzhen Si and I have been playing with the πŸ€— Transformers to understand bias in Healthcare Communication (one paper has been published, one submitted, and one is on its way).

πŸ‘€ I have recently collaborated on the Deploying a Classifier to Stop Online Violence Against Children using NLP and Conversational AI Chatbot for People Affected by Inflation Omdena Local Chapters, and I'm now leading several tasks (data collection, EDA, data pre-processing) of the Building a Chatbot for Tourists in the UAE using NLP and Detecting Hateful and Offensive Language using NLP Chapters πŸ”₯

πŸ€“ I am working on pypelet](https://github.com/CaterinaBi/pypelette), a community project that utilises NLP to create an open source corpus of spoken interactions in the Romance languages πŸ”₯ (join us! β™₯)

Technologies that keep me up at night πŸ€¦β€β™€οΈ

This is an image of several NLP-related technologies

Languages and tools

python selenium pytorch pandas scikit_learn seaborn tensorflow html5 opencv git

My statistics πŸ…

CaterinaBi’s GitHub stats

If you wish to support my training, hit the button below!

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