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will-rice/README.md

Hi, I'm Will! πŸ‘‹

πŸ”— Links

linkedin twitter

πŸš€ About

I am a Machine Learning Engineer specializing in generative models for audio and computer vision. I hold a Master’s degree in Computer Science, with my thesis focused on applying generative models to subsurface imaging.

πŸ›  Skills

Technologies

  • Python
  • PyTorch
  • Lightning
  • TensorFlow
  • Keras
  • Scikit Learn
  • Numpy

Modeling

  • Generative Models (Diffusion, GAN, VAE, Flow)
  • Self-Supervised Learning
  • Classification
  • Regression
  • Clustering

πŸ‘©β€πŸ’» I'm currently working on...

Generative models in Computer Vision, with a focus on Lipsync and Video editing.

🧠 I'm currently learning...

I enjoy reading papers and keeping up with the latest ML/AI trends. In addition, I lean toward growth in software engineering and spend free time on LeetCode

πŸ‘―β€β™€οΈ I'm looking to collaborate on...

I am always open to collaborate on research and open source projects.

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  1. spokestack/spokestack-python spokestack/spokestack-python Public archive

    Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

    Python 138 14

  2. gpr-gym gpr-gym Public

    An example of how to automate the process of training data generation through gprMax for use in machine learning models.

    Jupyter Notebook 22 3

  3. huggingface/transformers huggingface/transformers Public

    πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Python 137k 27.4k

  4. diffwave diffwave Public

    TensorFlow 2.0 Implementation of DiffWave: A Versatile Diffusion Model for Audio Synthesis. (WIP)

    Python 8

  5. denoisers denoisers Public

    Simple PyTorch Denoisers for Waveform Audio

    Python 33 1

  6. super-resolution super-resolution Public

    Training framework for super resolution models

    Python 4 1