ai-music
keygen
ai-music | keygen | |
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5 | 5 | |
9 | 19 | |
- | - | |
0.0 | 1.5 | |
over 2 years ago | about 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | BSD 2-clause "Simplified" License |
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ai-music
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I can't manage to make training work... please help me out
I m a newbie when it comes to deep learning, but I am trying to use a code from git and train the network on my own data. however, it takes forever..it took 80 minutes for 1 epoch, and the number of epoches is 1000. i also tried reducing batch size and using google collab.. please,i dont get what i am doing wrong... at first i tried running on cpu,then on gpu,but i get OOM error even when changing parameters.. any help is appreciated. This is the code : https://github.com/markusaksli/ai-music
- I made a machine learning Final Fantasy OST MIDI generator
- [Project] I made a Transformer-Decoder Final Fantasy OST MIDI generator
- I made a Transformer-Decoder Final Fantasy OST MIDI generator
keygen
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Procedual generated audio-tracks
Nice showcase! I’ve done something similar before. My code is awful but you might be able to get some ideas from it: keygen. What would undoubtedly be useful though, is my midi-abstraction library.
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Wanting to learn music theory - How many of you guys play instruments and how important do you find it to learning theory?
I've been playing guitar for 10 ish years. I didn't start learning music theory until I decided I wanted to write software that automatically generates songs (example song). Studying has helped me much more with this program than it has with guitar, but it's made me better at guitar too. Everything I learn, I try to incorporate into this software. It's still in its infancy, but it's really rewarding to work on. Since it generates midi files, you can throw whatever instruments you want at it, which opens up a huge variety of genres it can create (especially if you're willing to get your hands dirty and tune song structure, melody rhythm, etc).
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If you guys were able to code anything you wanted to with an application to music theory, what would you guys create?
I wrote midi abstraction (simplifies coding with musical concepts), and used it to make keygen , which procedurally generates music.
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I downloaded a midi pack (pop) and really like the sound but none of the labeled progressions have their tonic chord in them. Is there a certain way to structure progressions without the 1 chord?
Yes, use my program keygen
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Open Source Music Generation Software
I've opened the source to Keygen, a Python project I've been working on which generates modal music in the form of midi files. I've released it under the BSD 2-Clause License, so feel free to fork, modify, distribute, profit from it, etc. Here is an example of the type of music it creates. A lot of the songs sound similar due to only having an implementation for one style of motif generation, and very basic chord progressions. Pull requests welcome. If anyone would be interested in a particular feature, don't hesitate to let me know, I'll do what I can to implement suggestions.
What are some alternatives?
basic-pitch - A lightweight yet powerful audio-to-MIDI converter with pitch bend detection
musicGenerator - A Python project aimed at making an automatic MIDI music generator
Spectrum - Spectrum is an AI that uses machine learning to generate Rap song lyrics
midi-abstraction - Abstract midi pitches into keys, chords, modes, scales, and notes.
MidiTok - MIDI / symbolic music tokenizers for Deep Learning models 🎶
RaveForce - RaveForce - An OpenAI Gym style toolkit for music generation experiments.
imgbeddings - Python package to generate image embeddings with CLIP without PyTorch/TensorFlow
abjad - Abjad is a Python API for building LilyPond files. Use Abjad to make PDFs of music notation.
CARLA - CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms
Lars-Ulrich-Challenge - Algorithmic and AI MIDI Drums Generator Implementation
tuneflow-py - 🧠+🎧 Build your music algorithms and AI models with the next-gen DAW 🔥
textbeat - 🎹 plaintext music sequencer and midi shell, with vim playback and the powers of music theory 🥁