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README.md
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@@ -125,7 +125,137 @@ godzillamididataset.search_and_filter(sigs_dicts, X, global_union)
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```bibtex
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@misc{GodzillaMIDIDataset2025,
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***
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### Project Los Angeles
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### Tegridy Code 2025
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***
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## Dataset structure information
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```
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Godzilla-MIDI-Dataset/ # Dataset root dir
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├── ARTWORK/ # Concept artwork
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│ ├── Illustrations/ # Concept illustrations
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│ ├── Logos/ # Dataset logos
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│ └── Posters/ # Dataset posters
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├── CODE/ # Supplemental python code and python modules
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├── DATA/ # Dataset (meta)data dir
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│ ├── Averages/ # Averages data for all MIDIs and clean MIDIs
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│ ├── Basic Features/ # All basic features for all clean MIDIs
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│ ├── Files Lists/ # Files lists by MIDIs types and categories
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│ ├── Identified MIDIs/ # Comprehensive data for identified MIDIs
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│ ├── Metadata/ # Raw metadata from all MIDIs
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│ ├── Mono Melodies/ # Data for all MIDIs with monophonic melodies
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│ ├── Pitches Patches Counts/ # Pitches-patches counts for all MIDIs
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│ ├── Pitches Sums/ # Pitches sums for all MIDIs
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│ ├── Signatures/ # Signatures data for all MIDIs and MIDIs subsets
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│ └── Text Captions/ # Music description text captions for all MIDIs
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├── MIDIs/ # Root MIDIs dir
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└── SOUNDFONTS/ # Select high-quality soundfont banks to render MIDIs
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```
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***
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## Dataset (meta)data information
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****
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### Averages
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#### Averages for all MIDIs are presented in three groups:
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* ##### Notes averages without drums
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* ##### Notes and drums averages
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* ##### Drums averages without notes
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#### Each group of averages is represented by a list of four values:
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* ##### Delta start-times average in ms
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* ##### Durations average in ms
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* ##### Pitches average
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* ##### Velocities average
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****
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### Basic features
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#### Basic features are presented in a form of a dictionary of 111 metrics
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#### The features were collected from a solo piano score representation of all MIDIs with MIDI instruments below 80
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#### These features are useful for music classification, analysis and other MIR tasks
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****
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### Files lists
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#### Numerous files lists were created for convenience and easy MIDIs retrieval from the dataset
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#### These include lists of all MIDIs as well as subsets of MIDIs
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#### Files lists are presented in a dictionary format of two strings:
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* ##### MIDI md5 hash
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* ##### Full MIDI path
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****
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### Identified MIDIs
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#### This data contains information about all MIDIs that were definitivelly identified by artist, title, and genre
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****
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### Metadata
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#### Metadata was collected from all MIDIs in the dataset and its a list of all MIDI events preceeding first MIDI note event
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#### The list also includes the last note event of the MIDI which is useful for measuring runtime of the MIDI
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#### The list follows the MIDI.py score format
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****
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### Mono melodies
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#### This data contains information about all MIDIs with at least one monophonic melody
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#### The data in a form of list of tuples where first element represents monophonic melody patch/instrument
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#### And the second element of the tuple represents number of notes for indicated patch/instrument
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#### Please note that many MIDIs may have more than one monophonic melody
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****
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### Pitches patches counts
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#### This data contains the pitches-patches counts for all MIDIs in the dataset
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#### This information is very useful for de-duping, MIR and statistical analysis
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****
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### Pitches sums
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#### This data contains MIDI pitches sums for all MIDIs in the dataset
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#### Pitches sums can be used for de-duping, MIR and comparative analysis
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****
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### Signatures
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#### This data contains two signatures for each MIDI in the dataset:
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* ##### Full signature with 577 features
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* ##### Basic signature with 392 features
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#### Both signatures are presented as lists of tuples where first element is a feature and the second element is a feature count
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#### Both signatures also include number of bad features indicated by -1
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#### Signatures features are divided into three groups:
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* ##### MIDI pitches (represented by values 0-127)
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* ##### MIDI chords (represented by values 128-449 or 128-264)
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* ##### MIDI drum pitches (represented by values 449-577 or 264-392)
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#### Both signatures can be very effectively used for MIDI comparison or MIDI search and filtering
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****
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### Text captions
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#### This data contains detailed textual description of music in each MIDI in the dataset
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#### These captions can be used for text-to-music tasks and for MIR tasks
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***
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## Citation
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```bibtex
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@misc{GodzillaMIDIDataset2025,
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***
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### Project Los Angeles
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### Tegridy Code 2025
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