Working on refactor
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"""Voice activity detection."""
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from typing import Optional
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class SileroVad:
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"""Voice activity detection with silero VAD."""
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def __init__(self, threshold: float, trigger_level: int) -> None:
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from pysilero_vad import SileroVoiceActivityDetector
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self.detector = SileroVoiceActivityDetector()
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self.threshold = threshold
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self.trigger_level = trigger_level
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self._activation = 0
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def __call__(self, audio_bytes: Optional[bytes]) -> bool:
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if audio_bytes is None:
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# Reset
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self._activation = 0
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self.detector.reset()
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return False
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if self.detector(audio_bytes) >= self.threshold:
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# Speech detected
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self._activation += 1
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if self._activation >= self.trigger_level:
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self._activation = 0
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return True
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else:
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# Silence detected
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self._activation = max(0, self._activation - 1)
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return False
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