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  ---
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  license: mit
 
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  tags:
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- - audio-to-symbolic
 
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  - chart-generation
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- - model_hub_mixin
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  - music
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- - pytorch_model_hub_mixin
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- - rhythm-game
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- - taiko
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  ---
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- This model has been pushed to the Hub using the [PytorchModelHubMixin](https://huggingface.co/docs/huggingface_hub/package_reference/mixins#huggingface_hub.PyTorchModelHubMixin) integration:
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- - Code: https://github.com/JacobLinCool/SoftChart
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- - Paper: [More Information Needed]
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- - Docs: [More Information Needed]
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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+ library_name: softchart
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  tags:
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+ - taiko
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+ - rhythm-game
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  - chart-generation
 
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  - music
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+ - audio-to-symbolic
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+ pipeline_tag: audio-to-audio
 
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  ---
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+ # SoftChart Generator
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+
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+ An 8.1M-parameter encoder–decoder Transformer that generates **Taiko no Tatsujin**
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+ charts from music. Given a log-mel spectrogram and conditions (difficulty, density,
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+ and an optional song-level plan), it autoregressively produces a sequence of timed
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+ chart events. Part of the [SoftChart](https://github.com/JacobLinCool/SoftChart) system.
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+
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+ This checkpoint (`pr12`) supports: **course/level/density conditioning, prev-window
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+ context, easy⊂hard sibling hints, style codes, and song-level plan control**
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+ (density envelope, breathing gaps, climax placement). Perfect difficulty
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+ monotonicity (Spearman 1.0) and controllable "same song → multiple valid charts".
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+
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+ ## Usage
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+
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+ ```python
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+ from softchart.hf import SoftChartGenerator
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+ from softchart.generate import load_hf, generate_song
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+
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+ model = load_hf("JacobLinCool/softchart-generator", device="cuda")
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+ # mel: (128, T) log-mel at 22050 Hz, hop 256
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+ chart = generate_song(model, mel, course="oni", level=9, density_bucket=7, greedy=True)
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+ # chart["hits"] = [{"t": seconds, "type": "don"/"ka"/...}, ...]
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+ ```
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+
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+ Full audio→chart→TJA pipeline: [`scripts/infer.py`](https://github.com/JacobLinCool/SoftChart)
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+ or the [demo Space](https://huggingface.co/spaces/JacobLinCool/softchart).
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+
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+ ## Companion models
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+
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+ - [softchart-planner](https://huggingface.co/JacobLinCool/softchart-planner) — audio → song-level plan
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+ - [softchart-beat](https://huggingface.co/JacobLinCool/softchart-beat) — beat/downbeat for barline anchoring
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+
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+ ## License & data note
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+
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+ Code and weights are **MIT**. Trained on charts derived from a commercial game;
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+ released for research and personal use.