SYNTH DATASETS
  • Home
  • Examples
  • MDB-melody-synth
  • MDB-bass-synth
  • MDB-mf0-synth
  • MDB-stem-synth
  • Bach10-mf0-synth

MDB-bass-synth

MDB-bass-synth contains 71 songs from the MedleyDB dataset in which the bass track has been resynthesized to obtain a perfect bass f0 annotation using the analysis/synthesis method described in the following publication:

J. Salamon, R. M. Bittner, J. Bonada, J. J. Bosch, E. Gómez, and J. P. Bello. "An analysis/synthesis framework for automatic f0 annotation of multitrack datasets". In 18th Int. Soc. for Music Info. Retrieval Conf., Suzhou, China, Oct. 2017.

This dataset includes:
  • 71 stereo wav files of song mixes where the original bass stem (track) has been replaced with a resynthesized one
  • 71 mono wav files containing the resynthesized bass stem (track) only
  • 71 csv files containing a perfect f0 annotation of the bass stem (track) obtained via the analysis/synthesis method described in the paper

Created By

​Justin Salamon*, Rachel Bittner*, Jordi Bonada^, Juan Jose Bosch^, Emilia Gómez^ and Juan Pablo Bello*.
* Music and Audio Research Lab (MARL), New York University, USA
^ Music Technology Group (MTG), Universitat Pompeu Fabra, Spain

http://synthdatasets.weebly.com/

​Version 1.0.0

Description

​The data come in three folders "audio_mix", "audio_bass" and "annotation_bass", the contents of which is described below:

audio_mix

Contains 71 stereo wav files of song mixes where the original bass stem (track) has been replaced with a resynthesized one. All other stems (tracks) in the mix are the original ones (not resynthesized). The resynthesized  bass is obtained via the analysis/synthesis method described in the paper, and is automatically mixed together with the rest of the stems as described in the paper.

Naming convention: 
<artist>_<songtitle>_MIX_basssynth.wav

Example: 
AClassicEducation_NightOwl_MIX_basssynth.wav

audio_bass

Contains 71 mono wav files of the resynthesized bass stem (track) only. The resynthesized bass is obtained via the analysis/synthesis method described in the paper.

Naming convention: 
<artist>_<songtitle>_STEM_<stemID>.RESYN.wav

Example: 
AClassicEducation_NightOwl_STEM_01.RESYN.wav

annotation_bass

Contains 71 csv files containing a perfect f0 annotation of the bass stem (track) obtained via the analysis/synthesis method described in the paper. 

Format:
Each file contains two comma-separated columns, the first containing timestamps and the second containing the bass f0 in Hz. The first frame in the annotation is zero-centered. Silence is indicated as 0 Hz. The hop size of the annotation is 128/44100 seconds (~2.9 ms).

Naming convention:
<artist>_<songtitle>_STEM_<stemID>.RESYN.csv

Example:
AClassicEducation_NightOwl_STEM_01.RESYN.csv

​Please Acknowledge MDB-bass-synth in Academic Research

​Please cite the following publication when using MDB-bass-synth:

J. Salamon, R. M. Bittner, J. Bonada, J. J. Bosch, E. Gómez, and J. P. Bello. "An analysis/synthesis framework for automatic f0 annotation of multitrack datasets". In 18th Int. Soc. for Music Info. Retrieval Conf., Suzhou, China, Oct. 2017.

For information about the original MedleyDB dataset please see (and cite):

R. M. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam, and J. P. Bello. "MedleyDB: A multitrack dataset for annotation-intensive MIR research". In 15th Int. Soc. for Music Info. Retrieval Conf., pages 155–160, Taipei, Taiwan, Oct. 2014.

Conditions of Use

​Dataset created by Justin Salamon, Rachel Bittner, Jordi Bonada, Juan Jose Bosch, Emilia Gómez and Juan Pablo Bello. 
 
The MDB-bass-synth dataset is offered free of charge under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0): http://creativecommons.org/licenses/by-nc/4.0/
 
The dataset and its contents are made available on an "as is" basis and without warranties of any kind, including without limitation satisfactory quality and conformity, merchantability, fitness for a particular purpose, accuracy or completeness, or absence of errors. Subject to any liability that may not be excluded or limited by law, NYU is not liable for, and expressly excludes, all liability for loss or damage however and whenever caused to anyone by any use of the MDB-bass-synth dataset or any part of it.

Feedback

Please help us improve MDB-bass-synth by sending your feedback to Justin Salamon. In case of a problem report please include as many details as possible.

Download

To download MDB-bass-synth, please complete the download form.
Powered by Create your own unique website with customizable templates.
  • Home
  • Examples
  • MDB-melody-synth
  • MDB-bass-synth
  • MDB-mf0-synth
  • MDB-stem-synth
  • Bach10-mf0-synth