No description, website, or topics provided.
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
models
stepping_data
stepping_songs
training_data
.DS_Store
.gitignore
ExtractMusicFeatures.py
ExtractStepfileFeatures.py
FilterTrainingSongs.py
FilterTrainingSongsFromExtracted.py
README.md
Stepping.py
TrainNoteClassModel.py
TrainNoteModels.py
requirements.txt

README.md

Stepfile Generation

Generating Steps

Clone this repo into StepMania/Songs/Generated/generation to start generating stepfiles

To generate steps for songs add them to /stepping_songs and run

python Stepping.py --songs {name}.mp3 {name}.mp3...

If --songs is not specified all songs in /stepping_songs will be stepped

To generate steps with a certain number of steps, jumps etc run

python Stepping.py --class_ammounts {steps} {jumps} {hands} {holds} {rolls} {mines}

where each amount is the fraction of steps that will be of that type eg

python Stepping.py --class_ammounts 0.15 0.04 0.0 0.01 0.0 0.01

Retraining Models

To retrain models start by running

python FilterTrainingSongs.py
python ExtractMusicFeatures.py
python ExtractStepfileFeatures.py --target_difficulty {difficulty}

This will create a list of songs to train on from your downloaded packs and then generate some features from the music and stepfile for each song within one difficulty of the target difficulty provided (This takes a long time to run) ExtractStepfileFeatures.py can be run with --difficulty_adjust {pack}~{adjust} {pack}~{adjust}... if a pack is known to be stepped harder than usual eg --difficulty_adjust Game_Grumps_Revolution~5 GREP~5

You can then run

python TrainNoteClassModel.py

or

python TrainNoteModels.py

Once a model has been retrained, you can run Stepping.py on a song that has already been stepped with --regenerate_note_classes or --regenerate_notes to ignore previously generated steps