Nepali TTS Adaptation (LoRA)
Explore parameter-efficient fine-tuning (LoRA) for speech synthesis. Listen to samples and compare phonetic adaptation quality.
Curio.sity
Educate• Research• Build
Nepali BPE Tokenizer Analysis
Analyze subword token splits, vocabulary coverage, and why script-specific preprocessing dictates downstream LLM performance.
Interdisciplinary Knowledge Graph
A navigable map connecting equations, physical intuition, and machine-learning ideas into one study trail.
Differential Geometry
Statistical Mechanics
Information Theory
Transformers
Dynamical Systems
Geometric DL
Physics-Informed AI & Symmetries
Where physics meets AI — non-equilibrium statistical mechanics applied to learning dynamics, grokking, and the edge of stability in neural training.
Scientific Machine Learning (SciML)
A survey of neural differential equations, operator learning, and systems integrating physical hypotheses with data.
Geometric Deep Learning
Analyze deep learning architectures that respect geometric structures: graphs, manifolds, and group symmetries.
Cross-Lingual Phonological Models
Compare phonetic representations, self-supervised features (Wav2Vec2), and cross-lingual transfers in low-resource settings.
Universal Accessibility & Aging
UX research and tactile interface design optimized for seniors: cognitive loads, auditory feedback, and universal ergonomics. (Curiosity Jump 🚀)
Kinematic Sensor Fusion
Processing inertial measurement unit (IMU) signals and spatial vectors to identify fall anomalies via lightweight classifiers. (Curiosity Jump 🚀)