Detecting patterns from Mel-Spectrograms extracted from gestural excercices perfomed by expert violinists.
We used:
- Python '3.6.8'
- TensorFlow '2.0.0'
- NumPy '1.17.4'
- Scikit-learn '0.23.1'
- Pyquaternion '0.9.5'.
8 Gestures were recorded by professional violinist and students in the Royal College of Music in London.
This is the final confusion matrix report from the model CNN_LSTM with a filter size 64.
The code is released under the Apache License, Version 2.0 The IMU sensor samples are released under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0) license.