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pranav
founder20m, founder of @mandelbrot-studios
Public projects
indicSSL
a controlled comparison study of SSL masked-modeling objectives where masked spectrograms reconstruction MAE, masked latent prediction M2D, and joint-embedding prediction Audio-JEPA are pretrained on 52h corpus of Indic speech across 12 languages, all sharing an identical ViT-S/16 encoder and evaluated on the LID & SID tasks of IndicSUPERB
Jupyter Notebookaudio-self-supervised-learningjoint-embedding-predictive-architecturemasked-autoencoder
critical-thinking-assessment
a thought-experiment done to assess the person's thinking-capabilities based on their prompts to their LLM/Agents for purposes.
Jupyter Notebook
basic_ollama_chatbot
work purposes.
Pythonagentic-workflowchatbothuggingface-spaces
Likely stack
LangChainLlamaOllama