projectnlppytorchtransformersgpt
GPT 2 from Scratch
Implementation of GPT-2 language model from scratch, demonstrating text generation capabilities.
All Posts
Technical insights on AI systems, production ML, and research findings.
projectaudiopytorchravemusic
Music Style Transfer with RAVE
Real-time music style transfer using RAVE (Realtime Audio Variational autoEncoder) for creative audio manipulation.
projectaudiopytorchspleeterht-demucs
Spleeter-HT-Demucs Stem Separation
Advanced audio stem separation using Spleeter and HT-Demucs models for high-quality vocal and instrumental isolation.
projectllmscotcausal-inferencepython
Evaluating and Improving Chain-of-Thought Reasoning
A framework for evaluating and enhancing Chain-of-Thought (CoT) reasoning in LLMs, including causal mediation analysis and faithfulness measurement.
projectttsaiprosodyemotional-synthesiscomputer-visiondeep-learning
Visual-guided prosody and emotional speech synthesis
Advanced text-to-speech system that uses visual cues to generate natural prosody and emotional expression in synthesized speech, creating more human-like and contextually appropriate voice output.