Short project using eye tracking library. Developed at the first hacksociety hackaton at Colombia

Motor-Oral Speech Analysis and Integrated Computation (MOSAIC) quantifies mouth movement and correlates it with produced speech. Measurements Include: Articulatory asymmetry, temporal & static measurements, VOT x Articulation, Syllable Rate x Articulation, etc.

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course material for Experimental and Computational Methods for Linguistic Research (@uchicago in Spring 2025)

Neuronova is a neurocognitive–mathematical framework for natural language modeling. It represents linguistic elements as dynamic fields in a geometric space, using operators to simulate meaning, actions, and semantic transformations. Early prototype for research and collaboration.

This framework allows for the computational mind to emerge by creating stable quantum stepped prepositional harmonic residues on a unified 4-path on toroidal ring 1_R

Create and manage note of NLP

cognition-grounded methods of word embeddings evaluation

This project uses existing open-source eye-tracking data from Mandarin Chinese-English bilinguals to train a machine learning model to predict L2 English Language Proficiency based on reading behavior.