CoversBR

Stream data with DDA:

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/covers-br-dataset")

fs.listdir("s3://covers-song-br")

Description:

CoversBR is the first large audio database with, predominantly, Brazilian music for the tasks of Covers Song Identification (CSI) and Live Song Identifications (LSI). Due to copyright restrictions audios of the songs cannot be made available, however metadata and files of features have public access. Audio streamings captured from radio and TV channels for the live song identification task will be made public. CoversBR is composed of metadata and features extracted from 102298 songs, distributed in 26366 groups of covers/versions, with an average of 3.88 versions per group. The entire collection adds up to a total of approximately 7070 hours and the average song length is 240 seconds (4 minutes).

Contact:

CoversBR is the first large audio database with, predominantly, Brazilian music for the tasks of Covers Song Identification (CSI) and Live Song Identifications (LSI). Due to copyright restrictions audios of the songs cannot be made available, however metadata and files of features have public access. Audio streamings captured from radio and TV channels for the live song identification task will be made public. CoversBR is composed of metadata and features extracted from 102298 songs, distributed in 26366 groups of covers/versions, with an average of 3.88 versions per group. The entire collection adds up to a total of approximately 7070 hours and the average song length is 240 seconds (4 minutes).

Update Frequency:

New metadata, songs features files and audio streamings for live song identification will be added as soon as available.

Managed By:

Dirceu G Silva

Resources:

1. resource:
   • Description: metadata of songs, features files and audio streaming
   • ARN: arn:aws:s3:::covers-song-br
   • Region: us-west-2
   • Type: S3 Bucket

Tags:

aws-pds, copyright monitoring, cover song identification, live song identification, music, music features dataset, music information retrieval, music recognition

Tutorials:

1. tutorial:

   • Title: Using the (CoversBR) dataset
   • URL: https://github.com/SPLab-IT/CoversBR#using-the-dataset---tutorial
   • AuthorName: Dirceu Silva, Atila Xavier, Edgard Moraes, Marco Grivet and Fernando Perdigão
   • AuthorURL: https://github.com/SPLab-IT/CoversBR

2. tutorial:

   • Title: Getting started with Cover Song Identification and Genre classification
   • URL: https://github.com/aws-samples/aws-music-genre-classification
   • NotebookURL: https://github.com/aws-samples/aws-music-genre-classification/blob/main/music-genre-classification-with-coversbr-dataset.ipynb
   • AuthorName: Gabriel Bella Martini
   • Services: SageMaker Studio Lab