MDB-stem-synth
MDB-stem-synth contains 230 solo stems (tracks) from the MedleyDB dataset spanning a variety of musical instruments and voices, which have been resynthesized to obtain a perfect 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:
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:
- 230 mono wav files containing the resynthesized solo stem (track) from a variety of instruments and voices
- 230 csv files containing a perfect f0 annotation of the 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
* 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 two folders "audio_stems" and "annotation_stems", the contents of which is described below:
audio_stems
Contains 230 mono wav files of the resynthesized solo stems (tracks), spanning a variety of musical instruments and voices. The resynthesized stems are 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
Naming convention:
<artist>_<songtitle>_STEM_<stemID>.RESYN.wav
Example:
AClassicEducation_NightOwl_STEM_01.RESYN.wav
annotation_stems
Contains 230 csv files containing a perfect f0 annotation of the stems (tracks) 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 stem 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
Format:
Each file contains two comma-separated columns, the first containing timestamps and the second containing the stem 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-stem-synth in Academic Research
Please cite the following publication when using MDB-stem-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.
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-stem-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-stem-synth dataset or any part of it.
The MDB-stem-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-stem-synth dataset or any part of it.
Feedback
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