This section hosts a variety of articles, tutorials and explanations of concepts and workflows that integrate with the FluCoMa tools and the wider gamut of machine learning and machine listening technologies.
2D Corpus Exploring
A video tutorial guiding that teaches you how to build a two-dimensional corpus exploration patch in Max.
Batch Processing with FluCoMa
Batch processing corpora with the Fluid Corpus Manipulation toolkit.
Audio Decomposition using BufNMF
Decompose an audio buffer into component parts using non-negative matrix factorisation.
Classifying Sounds Using a Neural Network
This video tutorial guides you through building a flexible sound classifier.
Distribution and Histograms
Histograms, distribution functions, and the normal distribution
Controlling a Synth using a Neural Network
Video tutorial introducing the FluidMLPRegressor neural network.
Removing Outliers with BufStats
Prevent outliers from negatively impacting BufStats' statistical summary.
Seeding BufNMF with Bases and Activations
Initialize non-negative matrix factorization with seeded elements.
Training and Testing Data
Determine if a neural network is overfit by reserving some testing data