Running TCP/IP over SWD lines

Implementation of the Wave-U-Net for audio source separation

Music repair method to convert lossy MP3 compressed music to lossless music.

HyMPS will be a platform-indipendent software suite for advanced audio/video contents production.

Wavelets Neural Network Study with Tensorflow

Mp3 to wav super resolution model for audio restoration & enhancement. U-Net + Discrete Wavelet Transform (DWT) Architecture

FastWave is a lightweight diffusion model for general audio super-resolution (any -> 48 kHz). SOTA quality reconstruction metrics with just 1.3 M parameters and ~50 GFLOPs

A Python framework for immersive spatial audio simulation and education.

Audio Super Resolution model to decompress mp3 into wav file with recovered frequencies built on a "ResUNet" style architecture

Implementation of the Dirichlet Kernel Deconvolution algorithm for precise FFT parameter estimation and near-perfect elimination of spectral leakage. Additionally includes the "Cleaned" STFT and th…

CSCI 1470 Final Project -- Wavelet-based Deep Learning Stem Splitter

Uses Constant Q Transform assisted transient detection along with KMeans clustering with silhouette score to identify different types of transients in an audio file based off Mel Spectrogram analys…

Analyzes a user's Spotify profile and returns the most typical song on each of their playlists. Made with FastAPI and Next.js

Version 2.0 Mp3 -> wav super resolution model

Audio source separation + visual speaker identification using the discrete wavelet transform