RESEARCH / PROJECTS

Questions into investigations.

Nine research threads spanning all 17 papers in my CV. Explore the questions, methods, findings, and publications behind each project.

9 projects

Evaluation1 paper

Testing the gap between reward-score accuracy, policy agreement, and action correctness in language-conditioned navigation.

Evaluation1 paper

A matched comparison of LLM-generated captions and human references on MS COCO.

Evaluation1 paper

Examining readability, safety, and human–AI agreement in audience-targeted explanations of brain MRI images.

Efficiency1 paper

Understanding the trade-offs between translation quality, inference latency, and estimated emissions.

Speech & language4 papers

A research thread from word-terminal syllables and learned representations to phrase-aware neural text-to-speech.

Speech & language2 papers

Two complementary studies of linguistic context and spectral representations for statistical parametric speech synthesis.

Speech & language5 papers

Blizzard Challenge work spanning Indian-language evaluation tasks, unit-selection systems, and neural acoustic modeling.

Speech & language1 paper

Comparing word-to-phone and phone-to-phone mapping for English words in a Telugu text-to-speech system.

Applied ML1 paper

Comparing machine learning approaches to 30-day readmission prediction for diabetic patients.