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"""Preprocess tools.
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This package provides a thin, stable import surface for common preprocess components.
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Examples:
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from preprocess.tools import (
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F0Extractor,
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PitchExtractor,
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VocalDetectionModel,
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VocalSeparationModel,
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VocalExtractionModel,
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NoteTranscriptionModel,
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LyricTranscriptionModel,
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)
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Note:
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Keep these imports lightweight. If a tool pulls heavy dependencies at import time,
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consider switching to lazy imports.
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"""
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from __future__ import annotations
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# Core tools
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from .f0_extraction import F0Extractor
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from .vocal_detection import VocalDetector
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# Some tools may live outside this package in different layouts across branches.
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# Keep the public surface stable while avoiding hard import failures.
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try:
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from .vocal_separation.model import VocalSeparator # type: ignore
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except Exception: # pragma: no cover
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VocalSeparator = None # type: ignore
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try:
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from .note_transcription.model import NoteTranscriber # type: ignore
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except Exception: # pragma: no cover
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NoteTranscriber = None # type: ignore
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try:
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from .lyric_transcription import LyricTranscriber
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except Exception: # pragma: no cover
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LyricTranscriber = None # type: ignore
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__all__ = [
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"F0Extractor",
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"VocalDetector",
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]
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if VocalSeparator is not None:
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__all__.append("VocalSeparator")
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if LyricTranscriber is not None:
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__all__.append("LyricTranscriber")
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if NoteTranscriber is not None:
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__all__.append("NoteTranscriber")
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