shantistewart,Shanti Stewart,github

🎓 Machine Learning & Data Science M.S. student at USC.
🧑‍💻 Graduate Research Assistant at Signal Analysis and Interpretation Laboratory (SAIL) at USC.
🎸 Currently researching AI for speech and audio.
🔭 Research Interests: representation learning, self-supervised learning, multimodal learning, cross-modal retrieval.
🔍 Looking for opportunities post-graduation.
📫 How to reach me: [email protected]

Shanti Stewart's Projects

ai-audio-startups

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

deepinterpolation is a Python library to denoise data by removing independent noise. Importantly training does NOT require ground truth. This repository is currently meant to support the bioRxiv publication results : https://www.biorxiv.org/content/10.1101/2020.10.15.341602v1

eeg-hand-movement-decoding

Research project on hand movement decoding from EEG signals using deep learning and signal processing algorithms.

emo-clim

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

independent-component-analysis

A class research project on independent component analysis (ICA) and FastICA for Matrix Analysis for Signal Processing and Machine Learning (ECE 599) course at Oregon State University.

music-and-esprit-algorithms

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

noresqa

This github repo is for Neurips 2021 and Interspeech 2022 papers on Non-Matching Reference based estimation of speech quality assessment.

osu-senior-capstone-computer-vision

Computer vision algorithms implemented in C for a project involving obstacle avoidance for small mobile robots.

samplecnn-configurable

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