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Datasets:
Gariscat
/
HouseX

Tasks:
Audio Classification
Modalities:
Audio
Sub-tasks:
multi-class-classification
Size:
1K<n<10K
ArXiv:
Tags:
audio
music
edm
house
classification
Dataset card Files
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Upload HouseX audiofolder dataset

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  1. .gitattributes +64 -60
  2. README.md +105 -0
  3. label_mapping.json +10 -0
  4. prepare_report.json +80 -0
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  47. train/bass_house/part-1-5_430_cc27a05d-Seth_Hills___Crime_Zcene_-_Echo_Extended_Mix.ogg +3 -0
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+ =======
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ >>>>>>> 5029190 (Add HouseX audiofolder dataset and dataset card)
README.md ADDED
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+ ---
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+ pretty_name: HouseX Genre Audio Classification
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+ task_categories:
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+ - audio-classification
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+ task_ids:
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+ - multi-class-classification
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+ tags:
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+ - audio
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+ - music
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+ - edm
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+ - house
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+ - classification
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+ size_categories:
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+ - 1K<n<10K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: train/**
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+ - split: validation
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+ path: validation/**
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+ ---
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+
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+ # HouseX Genre Audio Classification
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+
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+ ## Dataset Description
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+
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+ This dataset contains EDM/house audio tracks organized for Hugging Face `audiofolder` loading.
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+ Labels are inferred directly from folder names.
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+
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+ - Total annotated examples: 1037
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+ - Audio files found and included: 1035
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+ - Missing audio excluded: 2
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+ - Splits: `train` (932), `validation` (103)
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+
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+ ## Task
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+
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+ Multi-class audio classification for 8 house-related genres.
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+
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+ ## Labels
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+
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+ - `bass_house`
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+ - `bigroom`
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+ - `deep_house`
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+ - `future_house`
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+ - `future_rave`
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+ - `progressive_house`
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+ - `slap_house`
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+ - `techno`
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+
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+ ## Dataset Structure
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+
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+ The dataset follows `audiofolder` format:
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+
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+ ```text
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+ train/<label_name>/*.ogg
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+ validation/<label_name>/*.ogg
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+ ```
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+
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+ ## Data Preparation Notes
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+
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+ - Source annotations were numeric scores per class.
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+ - A single class label was assigned per track via argmax score.
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+ - If multiple classes tied at max score, deterministic tie-break (alphabetical) was used.
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+ - Random seed for split: `42`.
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+ - Train/validation split ratio: `9:1` (stratified by class).
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+
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+ ## Loading Example
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ train_ds = load_dataset("audiofolder", data_dir=".", split="train")
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+ val_ds = load_dataset("audiofolder", data_dir=".", split="validation")
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+ print(train_ds, val_ds)
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+ ```
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+
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+ ## Class Distribution
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+
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+ ### Train
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+
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+ - `bass_house`: 139
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+ - `bigroom`: 99
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+ - `deep_house`: 85
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+ - `future_house`: 169
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+ - `future_rave`: 106
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+ - `progressive_house`: 158
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+ - `slap_house`: 93
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+ - `techno`: 83
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+
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+ ### Validation
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+
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+ - `bass_house`: 15
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+ - `bigroom`: 11
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+ - `deep_house`: 9
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+ - `future_house`: 19
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+ - `future_rave`: 12
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+ - `progressive_house`: 18
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+ - `slap_house`: 10
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+ - `techno`: 9
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+
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+ ## License
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+
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+ License and redistribution rights depend on the original audio sources.
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+ Set the final license field on the dataset page according to your legal distribution policy.
label_mapping.json ADDED
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+ {
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+ "Bass House": "bass_house",
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+ "Bigroom": "bigroom",
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+ "Deep House": "deep_house",
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+ "Future House": "future_house",
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+ "Future Rave": "future_rave",
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+ "Progressive House": "progressive_house",
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+ "Slap House": "slap_house",
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+ "Techno": "techno"
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+ }
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+ {
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+ "input_root": "C:\\Users\\wbsgus\\Downloads\\housex-v2-camera-ready-data-raw",
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+ "output_dir": "C:\\Users\\wbsgus\\Downloads\\housex-v2-camera-ready-data-raw\\hf_dataset",
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+ "partition_files": [
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+ "C:\\Users\\wbsgus\\Downloads\\housex-v2-camera-ready-data-raw\\part-1-5\\partition-1-5-refined.json",
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+ "C:\\Users\\wbsgus\\Downloads\\housex-v2-camera-ready-data-raw\\part-6-10\\partition-6-10-refined.json",
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+ "C:\\Users\\wbsgus\\Downloads\\housex-v2-camera-ready-data-raw\\part-new\\partition-new.json"
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+ ],
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+ "total_examples_in_annotations": 1037,
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+ "found_audio_files": 1035,
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+ "excluded_missing_audio_files": 2,
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+ "split_counts": {
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+ "train": 932,
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+ "validation": 103
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+ },
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+ "unique_raw_labels": [
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+ "Bass House",
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+ "Bigroom",
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+ "Deep House",
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+ "Future House",
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+ "Future Rave",
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+ "Progressive House",
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+ "Slap House",
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+ "Techno"
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+ ],
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+ "label_mapping": {
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+ "Bass House": "bass_house",
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+ "Bigroom": "bigroom",
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+ "Deep House": "deep_house",
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+ "Future House": "future_house",
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+ "Future Rave": "future_rave",
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+ "Progressive House": "progressive_house",
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+ "Slap House": "slap_house",
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+ "Techno": "techno"
35
+ },
36
+ "label_counts_nonzero_from_annotations": {
37
+ "Future Rave": 136,
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+ "Deep House": 124,
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+ "Future House": 243,
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+ "Bass House": 188,
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+ "Techno": 136,
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+ "Progressive House": 216,
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+ "Slap House": 122,
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+ "Bigroom": 120
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+ },
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+ "label_counts_after_argmax_assignment": {
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+ "future_rave": 118,
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+ "bass_house": 154,
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+ "techno": 92,
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+ "progressive_house": 176,
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+ "future_house": 188,
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+ "slap_house": 103,
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+ "deep_house": 94,
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+ "bigroom": 110
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+ },
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+ "label_counts_per_split": {
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+ "train": {
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+ "future_rave": 106,
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+ "bass_house": 139,
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+ "techno": 83,
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+ "progressive_house": 158,
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+ "future_house": 169,
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+ "slap_house": 93,
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+ "deep_house": 85,
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+ "bigroom": 99
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+ "validation": {
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+ "future_rave": 12,
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+ "bass_house": 15,
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+ "techno": 9,
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+ "progressive_house": 18,
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+ "future_house": 19,
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+ "slap_house": 10,
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+ "deep_house": 9,
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+ "bigroom": 11
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+ }
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+ },
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+ "tie_count_on_max_score": 69,
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+ "seed": 42
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+ }
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