Zalo AI Challenge - Music Genre Classification

Webcam capture using getUserMedia, the stream is recorded via js and saved using php in two files inside the folder /video, one file for video as .webm and one file for audio as .wav

Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Use a Convolutional Neural Network to predict a instrument and the note being played.

Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.

Understand of the fundamentals of digital signal processing for Machine Learning/Deep Learning applications.

Tools can detect the infos of tempo, beat, meter.

Today's Trending Values for EDM Production

This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations. Then, it uses HMM decoder to infer signing beats and tempo.

This repo contains the code to reproduce the paper "Enriched Music Representations with Multiple Cross-modal Contrastive Learning"

This project is a web-based application that converts text into audio, primarily focusing on creating audiobooks.

The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"

Synthesizer application written in JavaScript using Web Audio API.

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

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

Song Popularity Prediction Using Machine Learning Algorithms

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

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

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 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