Pratyaksh Gautam

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I’m a student researcher at IIIT Hyderabad, advised by Vinoo Alluri and Makarand Tapaswi, currently working on my Master’s thesis.

My research is primarily concerned with how deep neural networks process and organize information for auditory tasks. I’m also interested in interpretability and auditory processing at large, multi-modal deep learning in vision-language and audio-language models.

selected publications

  1. Auditory CNN Analysis: What Do Layers Encode?
    Pratyaksh Gautam, Makarand Tapaswi*, and Vinoo Alluri*
    Under Review at ICASSP, 2025
  2. Localizing Auditory Concepts in CNNs
    Pratyaksh Gautam, Makarand Tapaswi*, and Vinoo Alluri*
    Accepted at the Mechanistic Interpretability Workshop, ICML, 2024