Music is not just a way to entertain yourself, it’s an outlet for expressing yourself — literally! It’s also a powerful tool for creative expression. You can use music as the basis for all sorts of effects in your photography and filmmaking, or add vocals or instruments to your composition. And the fun doesn’t stop there…developing skills in music can also lead to advancing in your art-based degree or career as a musician along
Musical creativity depends on many things, but at its heart it’s a matter of pattern recognition. We all understand the basic rules of musical construction: four- note polyphony, 16- note chromaticism, transposition of one note into another. But how well do you actually recognize complex formulas? This is exactly what machine learning is great at solving: finding the regularities in our musical world and converting them into useful information.
The challenge is deciding how to represent the audio data in a form that is easier to work with and more interpretable to a human. One approach is to approximate the curve by using a low-pass filter with an adjustable cutoff frequency.
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