1. The LyricFind Corpus

Developed at the Sound & Music Computing laboratory at the National University of Singapore with the very gracious support and partnership of LyricFind, the LyricFind Corpus is a collection of 275,905 distinct song lyrics in bag-of-words format (67.6 million total word instances), along with identifying lyric, artist, and album metadata.

Full details can be found here: https://www.smcnus.org/lyrics/
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For publications referencing this work, see here.

2. Statistical Parametric Mapping (SPM) tools

These tools operate under the umbrella of the SPM software suite, and are made freely available to the neuroimaging research community under the GNU General Public License. 

Tested using:
  • SPM5 (rev. 1087, compatible with Matlab R13SP1 to R2006b);
  • SPM8 (rev. 6313, compatible with Matlab R14SP3 to R2015a); and
  • SPM12 (rev. 7219, compatible with Matlab R2007a to R2017b).
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These tools only require core Matlab to run; the Matlab statistics toolbox is not required. 

When citing these tools in publications, please reference https://robjellis.net/tools.html​.
 

imcalc: Batch image calculations and transformations

  • Binarize: non-zero voxels, or to specific thresholds
  • Operations on pairs of images: add, subtract, mean, min, max ...
  • Statistical transformations: T-to-Z, Z-score calculation
  • Create masks based on an image​
  • Create or split cluster images 
  • Create inter-subject agreement maps
  • Replace zeros / NaNs
  • Pad a bounding box with extra voxels
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​Download | Documentation | last update: 9 Nov 2017

(cross-listed at NITRC)

List of PubMed citations​

vis: Visualized statistics toolbox

  • Exploratory data analysis of functional or structural images
  • Probability density estimation / histograms
  • 3D rendering of an axial slice
  • 2D plots: Scatter, Bland-Altman, and Quantile-Quantile
  • ​ROI-based extraction of point estimates (mean, std, etc.)
  •  Parcellation of activation clusters using a desired atlas

Download | Documentation | last update: 23 Jul 2018

(cross-listed at NITRC and SPM)

​List of PubMed citations