Examples of State of the Art Automatic Music Transcription

J. S. Bach — Double Violin Concerto in D minor BWV 1043 , Andante, Krakowska Młoda Filharmonia

Below are three examples of automatic music transcription using deep neural networks developed by Google Research. (See Ref below.)

First the original audio is automatically transcribed to a musical score in midi format using the neural network. Then the generated musical score is converted back to audio using Garage Band.

J. S. Bach, Double Violin Concerto in D minor BWV 1043 , Andante, Krakowska Młoda Filharmonia, First 30 seconds

Original Version

Recreated Version

Samuel Barber, Adagio, Op. 11, Arranged by Jean-Yves Thibaudet for Piano

Original Version

Recreated Version

Frédéric Chopin, Prelude in F sharp Minor, Op. 28, №8

Original Version

Recreated Version

Ref: SEQUENCE-TO-SEQUENCE PIANO TRANSCRIPTION WITH TRANSFORMERS by Curtis Hawthorne et. al., July 2021