from typing import Any, Protocol, TypeAlias import numpy as np from numpy.typing import NDArray from ..utils import AudioChunk ModelOptions: TypeAlias = Any class PauseDetectionModel(Protocol): def vad( self, audio: tuple[int, NDArray[np.int16] | NDArray[np.float32]], options: ModelOptions, ) -> tuple[float, list[AudioChunk]]: ... def warmup( self, ) -> None: ...