Portfolio - Machine Learning

As part of my work with the Sound and Music Computing Lab, I have been working on pitch tracking and automated evaluation for pronunciation of tonal language for speech recognition, and conducting research into the applications of this in language learning and education. Further details will be released after publication.

Other recent work includes:

• Evaluation of Chain-Of-Thought mechanisms: 

  • In generating code solutions

  • Overconfidence of LLMs due to insertion of COT

• Use of LLMs to evaluate similarity between texts