refactor: include additional parameters
Refactor ServeClientBase and its subclasses to include additional parameters for segment handling and audio clipping.
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@@ -12,8 +12,23 @@ class ServeClientOpenVINO(ServeClientBase):
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SINGLE_MODEL = None
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SINGLE_MODEL_LOCK = threading.Lock()
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def __init__(self, websocket, task="transcribe", device=None, language=None, client_uid=None, model="small.en",
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initial_prompt=None, vad_parameters=None, use_vad=True, single_model=False):
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def __init__(
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self,
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websocket,
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task="transcribe",
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device=None,
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language=None,
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client_uid=None,
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model="small.en",
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initial_prompt=None,
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vad_parameters=None,
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use_vad=True,
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single_model=False,
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send_last_n_segments=10,
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no_speech_thresh=0.45,
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clip_audio=False,
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same_output_threshold=10,
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):
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"""
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Initialize a ServeClient instance.
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The Whisper model is initialized based on the client's language and device availability.
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@@ -29,15 +44,25 @@ class ServeClientOpenVINO(ServeClientBase):
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model (str, optional): Huggingface model_id for a valid OpenVINO model.
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initial_prompt (str, optional): Prompt for whisper inference. Defaults to None.
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single_model (bool, optional): Whether to instantiate a new model for each client connection. Defaults to False.
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send_last_n_segments (int, optional): Number of most recent segments to send to the client. Defaults to 10.
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no_speech_thresh (float, optional): Segments with no speech probability above this threshold will be discarded. Defaults to 0.45.
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clip_audio (bool, optional): Whether to clip audio with no valid segments. Defaults to False.
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same_output_threshold (int, optional): Number of repeated outputs before considering it as a valid segment. Defaults to 10.
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"""
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super().__init__(client_uid, websocket)
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super().__init__(
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client_uid,
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websocket,
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send_last_n_segments,
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no_speech_thresh,
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clip_audio,
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same_output_threshold,
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)
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self.language = "en" if language is None else language
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if not self.language.startswith("<|"):
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self.language = f"<|{self.language}|>"
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self.task = "transcribe" if task is None else task
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self.same_output_threshold = 10
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self.end_time_for_same_output = None
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self.clip_audio = True
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core = Core()
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