Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)

Vue 3 platform for Chinese dialect research: phonological queries (character/Middle Chinese/phoneme/tone), interactive map visualization, phonology matrix analysis, Praat audio integration, and ML analysis of 285k Guangdong village toponyms

Doing dialectometry in R

Clustering continental West Germanic language/dialect varieties based on historical sound correspondences. Bachelor's thesis.

Map of South Asian language resources, and areal features.

Explainable Machine Learning in Linguistics and Applied NLP: Two Case Studies of Norwegian Dialectometry and Sexism Detection in French Tweets

R Shiny code for the 'Variatiounsatlas vum Lëtzebuergeschen'

For a human-centered data science assignment, I analyzed how Google's Perspective API tool detects and categorizes Black language data, also known as AAVE (African-American Vernacular English), from Twitter.

一款基于 Praat (Parselmouth) 的高效语音声调（基频）特征批量提取工具。支持长音频自动切分、独立音频匹配、可视化边界微调及标准化数据导出。

Database editor for moravian dialects

An automated pipeline for analyzing and visualizing vowel chain shifts in Taihu Wu dialects. Featuring data cleaning, weighted merge rate calculation, and GIS-based topography mapping.

Recognizing groups among tatar language dialects

Final project for LING-472