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
Samuel Barber, Adagio, Op. 11, Arranged by Jean-Yves Thibaudet for Piano
Frédéric Chopin, Prelude in F sharp Minor, Op. 28, №8
Ref: SEQUENCE-TO-SEQUENCE PIANO TRANSCRIPTION WITH TRANSFORMERS by Curtis Hawthorne et. al., July 2021
Heat waves and maximum yearly temperatures in the U.S. have decreased over the last 100 years.
page 190
… the warmest daily temperature of the year increased in some parts of the West over the past century (Figure 6.3), but there were decreases in almost all locations east of the Rocky Mountains. In fact, all eastern regions experienced a net decrease (Table 6.2), most notably the Midwest (about 2.2°F [1.2°C]) and the Southeast (roughly 1.5°F [0.8°C]).
