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Music Theory Concepts for Melody Generation

Valerio Velardo - The Sound of AI via YouTube

Overview

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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

Reviews

5.0 rating, based on 1 Class Central review

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  • Profile image for Joshua Alvarez
    Joshua Alvarez
    i want to know more about music because i am a band member in my school here at padada. By seeing this video it gives me more knowledge and improve my self how to read NOTA, by this video it helps me as a band member for my nota reader for and i want to share it my co-members.

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