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bilalhsp/README.md

Hi there πŸ‘‹

I'm Bilal Ahmed πŸŽ“, a PhD student broadly interested in machine learning πŸ€–, generative models ✨, and neuroscience 🧠.
Currently, I’m working on solving inverse problems πŸ” using diffusion models 🌌 and exploring how deep neural networks can help understand the auditory cortex activity 🎧.


πŸ”­ What I’m working on

  • Solving inverse problems using diffusion models
  • Understanding the auditory cortex using deep learning
  • Pretraining audio models on natural sound datasets

🌱 What I’m learning

  • Numerical solutions of ODEs
  • Self-supervised and generative modeling techniques

πŸ“‚ Featured Projects

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  1. deep-auditory-spikes deep-auditory-spikes Public

    Deep neural networks explain spiking activity in auditory cortex

    Jupyter Notebook

  2. diffusion-hub diffusion-hub Public

    Repository for training diffusion models for different applications

    Python

  3. audio-dnn audio-dnn Public

    A repository for developing DNN-based models for diverse audio processing tasks, focusing on pretraining the wav2vec2 model on natural sounds.

    Python

  4. computer-vision computer-vision Public

    Computer vision home works and demos for ECE-661 at Purdue University.

    Python