All harmonic chords and semitones visualization

[asigalov61]

@ldrolez Hey guys!

I just wanted to share with you some images I made :)

The following images are from two of my AI models: ChordsBERT and Chordified Piano Transformer

All of these images are based on respective models' tokens embeddings, and they represent cosine similarity between all possible semitones and chords.

Anyway, without further ado, here they are:

[ChordsBERT] All semitones and all possible harmonic chords (12+321==333)

[Chordified Piano Transformer] All semitones and all possible harmonic chords (12+321==333)

[Chordified Piano Transformer] Delta onset times (128) - Durations (128) - Pitches (128) - Semitones(12) - Chords(321)

And last but not least, I am attaching original embeddings used to make these images + decoding reference list (semitones + chords) so that you can explore all of this in detail yourself :)

ChordsBERT-Chordified-Piano-Transformer-Tokens-Embeddings.zip

Hope this was inspiring and interesting :)

Love free-midi-chords!!!

Sincerely,

Alex

P.S. I would be happy to chat and/or elaborate on any of this so do not hesitate to reach out :)