Survey Builder in Python
Code for a light-weight command-line program to build and run methodological surveys.
Welcome!
I am a PhD candidate in Linguistics and a data science instructor at UC Berkeley.
My research focuses on understanding and improving speech representations.
I am particularly interested in using deep learning to generate powerful, complex, and interpretable representations of speech.
I have been teaching data science and developing curriculum since 2019 as a part of the UC Berkeley D-Lab. I specialize in curriculum development and active learning approaches.
Recent Updates
Introduction to bag-of-words and sentiment analysis
Gentle introduction to text analysis and representations for non-major computer science students.
Survey of phonetic methodology
Survey of phonetic measurement strategies in the proceedings of a major phoentics conference
Vowel Clustering Methods
Project exploring OPTICS as an alternative to the common K-Means clustering alorithm for vowel space description. Collaboration with Jennifer Kuo (UCLA)