Publications, Patents & Public Work
Research Direction
Currently building a research corpus towards a PhD by prior publication
Publications
Patents
Note: Patents represent IP protection, not peer-reviewed scientific publications. These innovations translate enterprise language-processing and speech AI gaps into protected technical methods.
Adaptive Fidelity Pipeline for Minimizing Hallucinations and Skipped Content in STT Systems
STT preprocessing / verification logic for reducing hallucinations and skipped content
Enhancing Pronunciation Accuracy and Naturalness in Japanese TTS without Extensive Fine-tuning
Pipeline-based Japanese TTS pronunciation optimisation for terminology-heavy scenarios
Planned Public Artifacts
Technical notes, datasets, templates, and tools in preparation to share evaluation methodology, representativeness thinking, and speech AI quality knowledge publicly.
Evaluation Architecture for Enterprise Speech AI
Technical note on designing evaluation systems that connect metrics, benchmarks, and deployment decisions
in preparationRepresentativeness Before Metrics
Technical note on why benchmark representativeness matters more than isolated metric scores
in preparationSpeech Evaluation Dataset Card Template
GitHub repository with templates for documenting speech evaluation datasets
in preparationWhen Benchmarks Saturate: A Case Study in Enterprise Speech AI
Technical article on evaluation methodology and production validity
in preparationAcademic Projects
Dialogue Management: Improving Task-Oriented Conversational Agents with Deep Learning
Bachelor thesis on task-oriented dialogue systems using deep learning approaches
NLG from Structured Inputs for Image Description Generation
Academic research project on natural language generation
LexRank-based Text Summarization with Semantic Similarity Enhancements
Academic project on extractive text summarization with graph-based methods
CHERTOY: Word Sense Induction for Web Search Result Clustering
Academic NLP project on computational linguistics