shantistewart
Recent M.S. (ML) grad @ USC. Current research intern @HumeAI. Research interests: multimodal learning, audio & music generative modeling, text-to-speech.
University of Southern CaliforniaNew York City
Pinned Repositories
VCMR
[ICASSP 2023] Video-Conditioned Music Representations
ai-audio-startups
Community list of startups working with AI in audio and music technology
deepinterpolation
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.
shantistewart's Repositories
shantistewart/MUSIC-and-ESPRIT-Algorithms
This repository contains the implementations of the MUSIC and ESPRIT algorithms, which can be used for super-resolution spectral analysis.
shantistewart/Emo-CLIM
Emo-CLIM: Emotion-Aligned Contrastive Learning Between Images and Music [ICASSP 2024]
shantistewart/EEG-Hand-Movement-Decoding
Research project on hand movement decoding from EEG signals using deep learning and signal processing algorithms.
shantistewart/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.
shantistewart/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.
shantistewart/ai-audio-startups
Community list of startups working with AI in audio and music technology
shantistewart/deepinterpolation
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
shantistewart/Noresqa
This github repo is for Neurips 2021 and Interspeech 2022 papers on Non-Matching Reference based estimation of speech quality assessment.
shantistewart/OSU-Senior-Capstone-Computer-Vision
Computer vision algorithms implemented in C for a project involving obstacle avoidance for small mobile robots.
shantistewart/shantistewart
Repository with a profile README file.
shantistewart/USC-Deep-Learning-1-Final-Project
Final project for Deep Learning 1 (EE 541) course at USC.
shantistewart/USC-Machine-Learning-1
Final project for Machine Learning 1 (EE 559) course at USC.