Beethoven’s unfinished Tenth Symphony completed by AI

  06 November 2021    Read: 212
 Beethoven’s unfinished Tenth Symphony completed by AI

Beethoven’s previously unfinished Tenth Symphony has been completed by artificial intelligence technology. The work will have its world premiere in Germany next month, 194 years after the composer’s death.

In 1824 Beethoven premiered his final orchestral work, Symphony No. 9 in D minor.

However, before his death three years later in 1827, he had begun work on a tenth symphony.

All that remains of Beethoven’s Tenth Symphony is fragmentary sketches of the first movement which he started before his death in 1827 (read more about the curse of the ninth symphony here). However, these fragments have now been turned into a complete piece of music using artificial intelligence technology.

The project was started in 2019 by a group made up of music historians, musicologists, composers and computer scientists. Using artificial intelligence meant they were faced with the challenge of ensuring the work remained faithful to Beethoven’s process and vision.

Previous uses of AI in compositional processes include Schubert’s final symphony being completed by the AI from the Huawei Mate 20 Pro smartphone, and an artificial intelligence harmoniser which harmonises any melody of your choice in the style of Bach.

There have also been previous attempts to complete Beethoven's unfinished symphony. In 1988 Barry Cooper pieced together Beethoven’s fragmentary sketches into a first movement but was unable to go further than this section due to the limited material available.

Dr Ahmed Elgammal is a professor at the Department of Computer Science, Rutgers University, and lead computer scientist on the artificial intelligence project. He explained in The Conversation that in order for their project to go further, the team “had to use notes and completed compositions from Beethoven’s entire body of work – along with the available sketches from the Tenth Symphony – to create something that Beethoven himself might have written”.

He explained: “This was a tremendous challenge. We had to teach the machine how to take a short phrase, or even just a motif, and use it to develop a longer, more complicated musical structure, just as Beethoven would have done.”

The first test was to see if an audience of experts could determine where Beethoven’s phrases ended and where the AI extrapolation began. When they couldn’t, the team knew they were on the right track.

Over the next 18 months the artificial intelligence constructed and orchestrated two entire movements, each over 20 minutes.

The entire piece will premiere on 9 October 2021 at the Telekom Forum in Beethoven's birthplace of Bonn, Germany, with a recording being released on the same day.

While the highly anticipated event is sold out, Dr Elgammal says he does expect some pushback.

“There are those who will say that the arts should be off-limits from AI, and that AI has no business trying to replicate the human creative process,” he says in The Conversation, “yet when it comes to the arts, I see AI not as a replacement, but as a tool – one that opens doors for artists to express themselves in new ways.”


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