Continuous Representation of Location for Geolocation and Lexical Dialectology using Mixture Density Networks (EMNLP2017)
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Updated
Feb 1, 2018 - Python
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
Clustering continental West Germanic language/dialect varieties based on historical sound correspondences. Bachelor's thesis.
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。
Map of South Asian language resources, and areal features.
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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.
Multi-tier verbatim IPA transcription for Turkish speech, using wav2vec2-xlsr-53-espeak-cv-ft to align audio to IPA symbols
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.
Database editor for moravian dialects
Recognizing groups among tatar language dialects
GeoGuessr for Arabic dialects: listen to a speech clip and drop a pin where the speaker is from. Scoring rewards dialect-family proximity over raw geography. Built with Next.js, TypeScript & Supabase.
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