Music Theory Concepts for Melody Generation
Offered By: Valerio Velardo - The Sound of AI via YouTube
Course Description
Overview
Explore fundamental music theory concepts and learn effective melody encoding techniques for training neural networks in this 39-minute video tutorial. Dive into scientific pitch notation, MIDI note notation, note values, melody structure, time signatures, tonic notes, major/minor scales, keys, and transposition. Discover practical approaches to music representation and time series representation, with examples provided. Gain insights on preparing melodies for LSTM ingestion, equipping you with essential knowledge for tackling the melody generation problem using artificial intelligence.
Syllabus
Intro
Scientific pitch notation
MIDI note notation
Note values
Melody
Time signature
Tonic note
Major/minor scale
#keys
Transposition
Music representation: Idea 1
Time series representation: Example
Preparing melodies for LSTM ingestion
What next?
Taught by
Valerio Velardo - The Sound of AI
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