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shantistewart/README.md
  • πŸŽ“ Recent Electrical & Computer Engineering (ML & Data Science track) M.S. grad from USC Viterbi.
  • πŸ§‘β€πŸ’» Previously:
    • Research Intern @ Hume AI
    • Research Intern @ Dolby
    • Graduate Research Assistant @ SAIL
  • 🎸 Core Research Area: machine learning for musical co-creativity.
  • πŸ”­ Research Interests: generative audio modeling, controllable music generation, music information retrieval, speech synthesis, audiovisual learning.
  • πŸ“« How to reach me: shantiystewart[at]gmail.com

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  1. Emo-CLIM Emo-CLIM Public

    Emo-CLIM: Emotion-Aligned Contrastive Learning Between Images and Music [ICASSP 2024]

    Python 12

  2. klean2050/VCMR klean2050/VCMR Public

    [ICASSP 2023] Video-Conditioned Music Representations

    Python 10 1

  3. sampleCNN-configurable sampleCNN-configurable Public

    A configurable version of the SampleCNN model ("Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"), implemented in PyTorch.

    Python 2

  4. MUSIC-and-ESPRIT-Algorithms MUSIC-and-ESPRIT-Algorithms Public

    This repository contains the implementations of the MUSIC and ESPRIT algorithms, which can be used for super-resolution spectral analysis.

    MATLAB 19 8