Music and Audio

Stemgen is a Stem file generator. Convert any track into a Stem and have fun with Traktor.

Spotlight is a Spotify dashboard that allows user to visualize his listening habits.

Spotify Statistics for your top tracks and artists all-time/past 4 weeks/past 6 months with ability to create playlists.

Spotify listening stats web application, built in Next.js

Speech recognition module for Python, supporting several engines and APIs, online and offline.

Speech emotion recognition using MLP and CNN on four benchmark datasets RAVDESS SAVEE TESS and EmoDB

SoX, Swiss Army knife of sound processing

Source code for "MusCaps Generating Captions for Music Audio" (IJCNN 2021)

Song Popularity Prediction Using Machine Learning Algorithms

Song lyric analysis and data visualization tool

sliding HPSS and two stage HPSS (singing voice enhancement)

Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012/2022

simplistic pitch-detection-based music transcriber

Serato DJ Pro GEOB tags documentation

Searches various websites and tags lyrics to local mp3 files.

Search lyrics from genius lyrics

Sample app to join/leave a channel, mute/unmute, and switch between the speaker/headset.

REST API that searches for song metadata, including the lyrics URL, translations and more from genius.com - supports JSON and XML

Resources for the Generative Music AI Course on The Sound of AI YouTube channel.

Reproduction of DepAudioNet by Ma et al. {DepAudioNet An Efficient Deep Model for Audio based Depression Classification,(https//dl.acm.org/doi/10.1145/2988257.2988267), AVEC 2016}

Reproducible research code for the experiments presented in our article "Kara1k a karaoke dataset for cover song identification and singing voice analysis" published at IEEE ISM 2017

Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022) Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.

python wrapper for rubberband

Python script for analyzing and tagging music files by key and BPM

Python library for opening and managing Band-in-a-Box (BIAB) files.

pyace A python implementation of automatic chord estimation (ACE) from audio

Pure Rust multimedia format demuxing, tag reading, and audio decoding library

Production-ready audio and video transcription app that can run on your laptop or in the cloud.

process breakdown of MusicGen Remixer, by calling separate Replicate API calls and processing the outputs of the API calls.

Predicting Music pieces using LSTMs. MIDI files are used to generate and predict musical tones.