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csteinmetz1 (Christian J. Steinmetz) · GitHub

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csteinmetz1/README.md

Hi there 👋

I am an AI researcher leveraging machine learning for audio signal processing.

I am the developer of a number of audio and ML packages, such as dasp which implements our research in differentiable signal processing, auraloss for audio-focused loss functions, as well as pyloudnorm for simple measurement of perceptual loudness, and pymixconsole a headless DAW in Python.

See my website for more details, and please reach out if you have any questions, or just would like to chat about audio and ML.

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  1. adobe-research/DeepAFx-ST adobe-research/DeepAFx-ST Public

    DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/

    Python 412 56

  2. auraloss auraloss Public

    Collection of audio-focused loss functions in PyTorch

    Python 876 79

  3. dasp-pytorch dasp-pytorch Public

    Differentiable audio signal processors in PyTorch

    Python 298 11

  4. pyloudnorm pyloudnorm Public

    Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm

    Python 781 61

  5. ai-audio-startups ai-audio-startups Public

    Community list of startups working with AI in audio and music technology

    1.8k 176

  6. micro-tcn micro-tcn Public

    Efficient neural networks for analog audio effect modeling

    Python 174 18

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