audiocraft-infinity-webui
Audio-Classification
neural-audio-fp
music-lrc-match
music-genre-classification
Zalo AI Challenge - Music Genre Classification
Webcam-html5-record-video-audio-getUserMedia
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
deep-music-genre-classification
Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
AI_Music
Use a Convolutional Neural Network to predict a instrument and the note being played.
VAE-BSS
Unsupervised blind source separation of mixed images and sounds with variational auto-encoders.
LearningfromAudio
Understand of the fundamentals of digital signal processing for Machine Learning/Deep Learning applications.
MIR_HW2
Tools can detect the infos of tempo, beat, meter.
whatbpm
Today's Trending Values for EDM Production
Singing-Vocal-Beat-Tracking
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.
contrastive-mir-learning
This repo contains the code to reproduce the paper "Enriched Music Representations with Multiple Cross-modal Contrastive Learning"
OpenAI-Audiobook-Generator
This project is a web-based application that converts text into audio, primarily focusing on creating audiobooks.
Melody-extraction-with-melodic-segnet
The source code of "A Streamlined Encoder/Decoder Architecture for Melody Extraction"
webaudiosynth
Synthesizer application written in JavaScript using Web Audio API.
SER-using-MLP-and-CNN
Speech emotion recognition using MLP and CNN on four benchmark datasets RAVDESS SAVEE TESS and EmoDB
muscaps
Source code for "MusCaps Generating Captions for Music Audio" (IJCNN 2021)
song-popularity-prediction
Song Popularity Prediction Using Machine Learning Algorithms - yashrajkakkad/song-popularity-prediction
slidingHPSS
sliding HPSS and two stage HPSS (singing voice enhancement)
ACA-Slides
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
transcribe
simplistic pitch-detection-based music transcriber
Basic-Audio-Call
Sample app to join/leave a channel, mute/unmute, and switch between the speaker/headset.
DepAudioNet_reproduction
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}
ISM2017
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 - y...
aiSFX
Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022) Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.
analyze-tag-songs
Python script for analyzing and tagging music files by key and BPM
biab-library
Python library for opening and managing Band-in-a-Box (BIAB) files.
pyace
pyace A python implementation of automatic chord estimation (ACE) from audio