Music Genre fMRI Dataset

uploaded by Tomoya Nakai on 2021-07-11 - 2 months ago
last modified on 2021-07-14 - 2 months ago
authored by Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto
7366394
We found 1 Warning in your dataset. You are not required to fix warnings, but doing so will make your dataset more BIDS compliant.

/sub-001/func/sub-001_task-Test_run-01_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-01_events.json,/task-Test_run-01_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-01_events.json,/sub-001/sub-001_task-Test_run-01_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-01_events.json,/sub-001/func/sub-001_task-Test_run-01_events.json

/sub-001/func/sub-001_task-Test_run-02_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-02_events.json,/task-Test_run-02_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-02_events.json,/sub-001/sub-001_task-Test_run-02_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-02_events.json,/sub-001/func/sub-001_task-Test_run-02_events.json

/sub-001/func/sub-001_task-Test_run-03_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-03_events.json,/task-Test_run-03_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-03_events.json,/sub-001/sub-001_task-Test_run-03_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-03_events.json,/sub-001/func/sub-001_task-Test_run-03_events.json

/sub-001/func/sub-001_task-Test_run-04_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-04_events.json,/task-Test_run-04_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-04_events.json,/sub-001/sub-001_task-Test_run-04_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-04_events.json,/sub-001/func/sub-001_task-Test_run-04_events.json

/sub-001/func/sub-001_task-Test_run-05_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-05_events.json,/task-Test_run-05_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-05_events.json,/sub-001/sub-001_task-Test_run-05_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-05_events.json,/sub-001/func/sub-001_task-Test_run-05_events.json

/sub-001/func/sub-001_task-Test_run-06_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-06_events.json,/task-Test_run-06_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-06_events.json,/sub-001/sub-001_task-Test_run-06_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-06_events.json,/sub-001/func/sub-001_task-Test_run-06_events.json

/sub-001/func/sub-001_task-Training_run-01_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-01_events.json,/task-Training_run-01_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-01_events.json,/sub-001/sub-001_task-Training_run-01_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-01_events.json,/sub-001/func/sub-001_task-Training_run-01_events.json

/sub-001/func/sub-001_task-Training_run-02_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-02_events.json,/task-Training_run-02_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-02_events.json,/sub-001/sub-001_task-Training_run-02_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-02_events.json,/sub-001/func/sub-001_task-Training_run-02_events.json

/sub-001/func/sub-001_task-Training_run-03_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-03_events.json,/task-Training_run-03_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-03_events.json,/sub-001/sub-001_task-Training_run-03_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-03_events.json,/sub-001/func/sub-001_task-Training_run-03_events.json

/sub-001/func/sub-001_task-Training_run-04_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-04_events.json,/task-Training_run-04_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-04_events.json,/sub-001/sub-001_task-Training_run-04_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-04_events.json,/sub-001/func/sub-001_task-Training_run-04_events.json

and 80 more files

OpenNeuro Accession Number: ds003720
Files: 283, Size: 43.33GB, Subjects: 5, Session: 1
Available Tasks: Test, Training
Available Modalities: MRI

README

README

Music Genre fMRI Dataset by Tomoya Nakai, Naoko Koide-Majima, and Shinji Nishimoto

References: Nakai, Koide-Majima, and Nishimoto (2021). Correspondence of categorical and feature-based representations of music in the human brain. Brain and Behavior. 11(1), e01936. https://doi.org/10.1002/brb3.1936

We measured brain activity using functional MRI while five subjects (“sub-001”, …, “sub-005”) listened to music stimuli of 10 different genres.

The entire folder consists of subject-wise subfolders (“sub-001”,…). Each subject’s folder contains the following subfolders: 1) anat: T1-weighted structural images 2) func: functional signals (multi-band echo-planar images)

Each subject performed 18 runs consisting of 12 training runs and 6 test runs. The training and test data were assigned with the following notations: Training data: sub-00*_task-Training_run-**_bold.json Test data: sub-00*_task-Test_run-**_bold.json

Each *_event.tsv file contains following information: onset: stimulus onset Duration: stimulus duration genre: genre type (out of 10 genres) track: index to identify the original track start: onset of excerpt from the original track (second) end: offset of excerpt from the original track (second)

The duration of all stimuli is 15s. For each clip, 2 s of fade-in and fade-out effects were applied, and the overall signal intensity was normalized in terms of the root mean square.

For the training runs, the 1st stimulus (0-15s) is the same as the last stimulus of the previous run (600-615s). For the test runs, the1st stimulus (0-15s) is the same as the last stimulus of the same run (600-615s).

The original music stimuli (GTZAN dataset) can be found here: http://marsyas.info/downloads/datasets.html

Caution This dataset can be used for research purposes only. The data were anonymized, and users shall not perform analyses to re-identify individual subjects.

Authors

  • Tomoya Nakai
  • Naoko Koide-Majima
  • Shinji Nishimoto

Dataset DOI

10.18112/openneuro.ds003720.v1.0.0

License

CC0

Acknowledgements

How to Acknowledge

Funding

  • MEXT/JSPS KAKENHI grant numbers JP20K07718
  • JP20H05023 in #4903
  • JP15H05311
  • JP18H05522
  • JST CREST JPMJCR18A5
  • ERATO JPMJER1801

References and Links

  • Nakai, Koide-Majima, and Nishimoto (2021). Correspondence of categorical and feature-based representations of music in the human brain. Brain and Behavior. 11(1), e01936. https://doi.org/10.1002/brb3.1936

Ethics Approvals

How To Cite

Copy
Tomoya Nakai and Naoko Koide-Majima and Shinji Nishimoto (2021). Music Genre fMRI Dataset. OpenNeuro. [Dataset] doi: 10.18112/openneuro.ds003720.v1.0.0
More citation info

Music Genre fMRI Dataset

uploaded by Tomoya Nakai on 2021-07-11 - 2 months ago
last modified on 2021-07-14 - 2 months ago
authored by Tomoya Nakai, Naoko Koide-Majima, Shinji Nishimoto
7366394

OpenNeuro Accession Number: ds003720
Files: 283, Size: 43.33GB, Subjects: 5, Session: 1
Available Tasks: Test, Training
Available Modalities: MRI

README

README

Music Genre fMRI Dataset by Tomoya Nakai, Naoko Koide-Majima, and Shinji Nishimoto

References: Nakai, Koide-Majima, and Nishimoto (2021). Correspondence of categorical and feature-based representations of music in the human brain. Brain and Behavior. 11(1), e01936. https://doi.org/10.1002/brb3.1936

We measured brain activity using functional MRI while five subjects (“sub-001”, …, “sub-005”) listened to music stimuli of 10 different genres.

The entire folder consists of subject-wise subfolders (“sub-001”,…). Each subject’s folder contains the following subfolders: 1) anat: T1-weighted structural images 2) func: functional signals (multi-band echo-planar images)

Each subject performed 18 runs consisting of 12 training runs and 6 test runs. The training and test data were assigned with the following notations: Training data: sub-00*_task-Training_run-**_bold.json Test data: sub-00*_task-Test_run-**_bold.json

Each *_event.tsv file contains following information: onset: stimulus onset Duration: stimulus duration genre: genre type (out of 10 genres) track: index to identify the original track start: onset of excerpt from the original track (second) end: offset of excerpt from the original track (second)

The duration of all stimuli is 15s. For each clip, 2 s of fade-in and fade-out effects were applied, and the overall signal intensity was normalized in terms of the root mean square.

For the training runs, the 1st stimulus (0-15s) is the same as the last stimulus of the previous run (600-615s). For the test runs, the1st stimulus (0-15s) is the same as the last stimulus of the same run (600-615s).

The original music stimuli (GTZAN dataset) can be found here: http://marsyas.info/downloads/datasets.html

Caution This dataset can be used for research purposes only. The data were anonymized, and users shall not perform analyses to re-identify individual subjects.

Authors

  • Tomoya Nakai
  • Naoko Koide-Majima
  • Shinji Nishimoto

Dataset DOI

10.18112/openneuro.ds003720.v1.0.0

License

CC0

Acknowledgements

How to Acknowledge

Funding

  • MEXT/JSPS KAKENHI grant numbers JP20K07718
  • JP20H05023 in #4903
  • JP15H05311
  • JP18H05522
  • JST CREST JPMJCR18A5
  • ERATO JPMJER1801

References and Links

  • Nakai, Koide-Majima, and Nishimoto (2021). Correspondence of categorical and feature-based representations of music in the human brain. Brain and Behavior. 11(1), e01936. https://doi.org/10.1002/brb3.1936

Ethics Approvals

How To Cite

Copy
Tomoya Nakai and Naoko Koide-Majima and Shinji Nishimoto (2021). Music Genre fMRI Dataset. OpenNeuro. [Dataset] doi: 10.18112/openneuro.ds003720.v1.0.0
More citation info

Dataset File Tree

Git Hash: e2e9098 

BIDS Validation

We found 1 Warning in your dataset. You are not required to fix warnings, but doing so will make your dataset more BIDS compliant.

/sub-001/func/sub-001_task-Test_run-01_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-01_events.json,/task-Test_run-01_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-01_events.json,/sub-001/sub-001_task-Test_run-01_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-01_events.json,/sub-001/func/sub-001_task-Test_run-01_events.json

/sub-001/func/sub-001_task-Test_run-02_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-02_events.json,/task-Test_run-02_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-02_events.json,/sub-001/sub-001_task-Test_run-02_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-02_events.json,/sub-001/func/sub-001_task-Test_run-02_events.json

/sub-001/func/sub-001_task-Test_run-03_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-03_events.json,/task-Test_run-03_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-03_events.json,/sub-001/sub-001_task-Test_run-03_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-03_events.json,/sub-001/func/sub-001_task-Test_run-03_events.json

/sub-001/func/sub-001_task-Test_run-04_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-04_events.json,/task-Test_run-04_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-04_events.json,/sub-001/sub-001_task-Test_run-04_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-04_events.json,/sub-001/func/sub-001_task-Test_run-04_events.json

/sub-001/func/sub-001_task-Test_run-05_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-05_events.json,/task-Test_run-05_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-05_events.json,/sub-001/sub-001_task-Test_run-05_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-05_events.json,/sub-001/func/sub-001_task-Test_run-05_events.json

/sub-001/func/sub-001_task-Test_run-06_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Test_events.json,/run-06_events.json,/task-Test_run-06_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Test_events.json,/sub-001/sub-001_run-06_events.json,/sub-001/sub-001_task-Test_run-06_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Test_events.json,/sub-001/func/sub-001_run-06_events.json,/sub-001/func/sub-001_task-Test_run-06_events.json

/sub-001/func/sub-001_task-Training_run-01_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-01_events.json,/task-Training_run-01_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-01_events.json,/sub-001/sub-001_task-Training_run-01_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-01_events.json,/sub-001/func/sub-001_task-Training_run-01_events.json

/sub-001/func/sub-001_task-Training_run-02_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-02_events.json,/task-Training_run-02_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-02_events.json,/sub-001/sub-001_task-Training_run-02_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-02_events.json,/sub-001/func/sub-001_task-Training_run-02_events.json

/sub-001/func/sub-001_task-Training_run-03_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-03_events.json,/task-Training_run-03_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-03_events.json,/sub-001/sub-001_task-Training_run-03_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-03_events.json,/sub-001/func/sub-001_task-Training_run-03_events.json

/sub-001/func/sub-001_task-Training_run-04_events.tsv

Tabular file contains custom columns not described in a data dictionary

Columns: genre, track, start, end not defined, please define in: /events.json, /task-Training_events.json,/run-04_events.json,/task-Training_run-04_events.json,/sub-001/sub-001_events.json,/sub-001/sub-001_task-Training_events.json,/sub-001/sub-001_run-04_events.json,/sub-001/sub-001_task-Training_run-04_events.json,/sub-001/func/sub-001_events.json,/sub-001/func/sub-001_task-Training_events.json,/sub-001/func/sub-001_run-04_events.json,/sub-001/func/sub-001_task-Training_run-04_events.json

and 80 more files

Dataset File Tree

Git Hash: e2e9098 

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