services(whisper): inherit from SegmentedSTTService
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@@ -14,7 +14,7 @@ from typing import AsyncGenerator
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import numpy as np
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from pipecat.frames.frames import ErrorFrame, Frame, TranscriptionFrame
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from pipecat.services.ai_services import STTService
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from pipecat.services.ai_services import SegmentedSTTService
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from pipecat.utils.time import time_now_iso8601
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from loguru import logger
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@@ -38,7 +38,7 @@ class Model(Enum):
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DISTIL_MEDIUM_EN = "Systran/faster-distil-whisper-medium.en"
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class WhisperSTTService(STTService):
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class WhisperSTTService(SegmentedSTTService):
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"""Class to transcribe audio with a locally-downloaded Whisper model"""
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def __init__(self,
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@@ -77,6 +77,7 @@ class WhisperSTTService(STTService):
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yield ErrorFrame("Whisper model not available")
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return
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await self.start_processing_metrics()
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await self.start_ttfb_metrics()
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# Divide by 32768 because we have signed 16-bit data.
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@@ -88,7 +89,9 @@ class WhisperSTTService(STTService):
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if segment.no_speech_prob < self._no_speech_prob:
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text += f"{segment.text} "
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await self.stop_ttfb_metrics()
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await self.stop_processing_metrics()
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if text:
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await self.stop_ttfb_metrics()
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logger.debug(f"Transcription: [{text}]")
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yield TranscriptionFrame(text, "", time_now_iso8601())
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