Inspired by others who do data sonification, I tried the script I had written to do some sonification of the iris dataset.
Each bar represents a species. The dataset is transformed with MinMaxScaler to 1 - 16.
The magic of the sonification happens with SCAMP.
I hope you like it:
Can you hear the difference between the three species?
In case you want to try it on another dataset:
The code can be found here:
You can start it like this:
python3.6 scampDataSonification.py /user/share/sounds/sf2/yourSF2file.sf2 “Cello” “Violin” “Grand Piano” “Grand Piano”
Here is a sonification of the iris dataset for piano after reducing the dimension with umap to 2: