CND Datasets 
############

Please find below a list of publicly available datasets. All datasets are shared according to the CND data structure, making them directly compatible with the analysis scripts and GUI in the CNSP resources. Please refer to the original version of each dataset for authorship, references, and copyrights. 


.. list-table:: Datasets
   :widths: 25 25 50 25
   :header-rows: 1

   * - CND Data Structure 
     - Original Link
     - Authors
     - Paper
   * - `Download Natural Speech <https://www.data.cnspworkshop.net/data/datasetCND_LalorNatSpeech.zip>`_, `Download Reverse Natural Speech <https://www.data.cnspworkshop.net/data/datasetCND_LalorNatSpeechReverse.zip>`_, `Download Cocktail Party <https://www.data.cnspworkshop.net/data/datasetCND_LalorCocktailParty.zip>`_ 
     - `Speech - multiple EEG datasets <https://doi.org/10.5061/dryad.070jc>`_   
     - Broderick, Andreson, Di Liberto, Crosse and Lalor 
     - `Current Biology, 2018 <https://doi.org/10.1016/j.cub.2018.01.080>`_
   * - `Download Bach Piano Melodies <https://www.data.cnspworkshop.net/data/datasetCND_diliBach.zip>`_ 
     - `Bach piano melodies - EEG dataset <https://datadryad.org/stash/dataset/doi:10.5061/dryad.g1jwstqmh>`_
     - Di Liberto, Pelofi, Bianco, Patel, Mehta, Herrero, de Cheveigné, Shamma and Mesgarani
     - `eLife, 2020 <https://elifesciences.org/articles/51784>`_     
   * - `Download Music Imagery <https://www.data.cnspworkshop.net/data/datasetCND_musicImagery.zip>`_
     - `Music listening/imagery - EEG dataset <https://doi.org/10.5061/dryad.dbrv15f0j>`_ 
     - Marion, Di Liberto, and Shamma 
     - `Paper 1 <https://t.co/h0hyH4JRAt?amp=1>`_ , `Paper 2 <https://t.co/njKaG7sBlW?amp=1>`_ 
   * - `Download Speech Listening <https://www.data.cnspworkshop.net/data/AliceSpeech.zip>`_
     - `Speech listening - EEG dataset <https://deepblue.lib.umich.edu/data/concern/data_sets/bg257f92t>`_ 
     - Brennan and Hale 
     - `PLoS ONE, 2019 <https://doi.org/10.1371/journal.pone.0207741>`_ 
   * - `Download Auditory Attention <https://www.data.cnspworkshop.net/data/AAD_KULeuven.zip>`_
     - `Auditory Attention - EEG dataset <https://zenodo.org/record/3997352#.X0fP1sgza5g>`_ 
     - Das, Francart, Bertrand
     - `J. Neural Eng, 2016 <https://pubmed.ncbi.nlm.nih.gov/27618842/>`_
   * - `Download BabyRhythm Cambridge EEG dataset <https://osf.io/mdnwg/>`_
     - `Download BabyRhythm Cambridge EEG dataset <https://osf.io/mdnwg/>`_
     - Di Liberto, Attaheri, Goswami et al.
     - `Nature Communications, 2023 <https://www.nature.com/articles/s41467-023-43490-x>`_