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README.md
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colorTo: indigo
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sdk: streamlit
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sdk_version: 1.39.0
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app_file:
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pinned: false
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license: mit
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short_description: Demo of masking tasks from the PIANO dataset
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colorTo: indigo
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sdk: streamlit
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sdk_version: 1.39.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: Demo of masking tasks from the PIANO dataset
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app.py
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import streamlit_pianoroll
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from datasets import load_dataset
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from piano_dataset import PianoTasks
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from fortepyan import MidiPiece
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def main():
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st.write("# PIANO dataset task review")
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available_tasks = PianoTasks.list_tasks()
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task_name = st.selectbox(
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label="Select PIANO task",
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options=available_tasks,
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)
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piano_task = PianoTasks.get_task(task_name=task_name)
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dataset = load_dataset("epr-labs/maestro-sustain-v2", split="test+validation")
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record_idx = st.number_input(
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label="Record ID",
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min_value=0,
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max_value=len(dataset) - 1,
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value=43,
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)
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record = dataset[record_idx]
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piece = MidiPiece.from_huggingface(record)
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piece.time_shift(-piece.df.start.min())
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st.json(piece.source)
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piece_split = piano_task.prompt_target_split(piece.df)
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source_piece = MidiPiece(df=piece_split.source_df)
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target_piece = MidiPiece(df=piece_split.target_df)
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cols = st.columns(2)
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with cols[0]:
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st.write("## Prompt")
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streamlit_pianoroll.from_fortepyan(source_piece)
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with cols[1]:
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st.write("## Target")
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streamlit_pianoroll.from_fortepyan(target_piece)
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st.write("## Combined")
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streamlit_pianoroll.from_fortepyan(
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piece=source_piece,
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secondary_piece=target_piece,
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)
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if __name__ == "__main__":
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main()
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from piano_dataset.dashboards import task_review
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if __name__ == "__main__":
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task_review.main()
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app_v2.py
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from piano_dataset.dashboards import task_review
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if __name__ == "__main__":
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task_review.main()
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