Merge pull request #4426 from marcelodiaz558/feature/elevenlabs_stt_keyterms
Add ElevenLabs STT keyterms support
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@@ -19,6 +19,7 @@ from collections.abc import AsyncGenerator
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from dataclasses import dataclass, field
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from enum import StrEnum
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from typing import Any
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from urllib.parse import urlencode
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import aiohttp
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from loguru import logger
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@@ -36,7 +37,7 @@ from pipecat.frames.frames import (
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VADUserStoppedSpeakingFrame,
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)
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from pipecat.processors.frame_processor import FrameDirection
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from pipecat.services.settings import NOT_GIVEN, STTSettings, _NotGiven
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from pipecat.services.settings import NOT_GIVEN, STTSettings, _NotGiven, is_given
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from pipecat.services.stt_latency import ELEVENLABS_REALTIME_TTFS_P99, ELEVENLABS_TTFS_P99
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from pipecat.services.stt_service import SegmentedSTTService, WebsocketSTTService
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from pipecat.transcriptions.language import Language, resolve_language
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@@ -187,9 +188,11 @@ class ElevenLabsSTTSettings(STTSettings):
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Parameters:
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tag_audio_events: Whether to include audio events like (laughter),
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(coughing) in the transcription.
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keyterms: List of key terms or phrases to bias transcription towards.
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"""
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tag_audio_events: bool | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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keyterms: list[str] | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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@dataclass
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@@ -199,12 +202,14 @@ class ElevenLabsRealtimeSTTSettings(STTSettings):
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See ``ElevenLabsRealtimeSTTService.InputParams`` for detailed descriptions.
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Parameters:
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keyterms: List of key terms or phrases to bias transcription towards.
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vad_silence_threshold_secs: Seconds of silence before VAD commits (0.3-3.0).
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vad_threshold: VAD sensitivity (0.1-0.9, lower is more sensitive).
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min_speech_duration_ms: Minimum speech duration for VAD (50-2000ms).
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min_silence_duration_ms: Minimum silence duration for VAD (50-2000ms).
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"""
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keyterms: list[str] | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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vad_silence_threshold_secs: float | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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vad_threshold: float | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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min_speech_duration_ms: int | None | _NotGiven = field(default_factory=lambda: NOT_GIVEN)
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@@ -277,6 +282,7 @@ class ElevenLabsSTTService(SegmentedSTTService):
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model="scribe_v2",
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language=Language.EN,
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tag_audio_events=None,
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keyterms=None,
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)
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# 2. Apply direct init arg overrides (deprecated)
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@@ -355,6 +361,10 @@ class ElevenLabsSTTService(SegmentedSTTService):
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data.add_field("language_code", self._settings.language)
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if self._settings.tag_audio_events is not None:
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data.add_field("tag_audio_events", str(self._settings.tag_audio_events).lower())
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keyterms = self._settings.keyterms
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if is_given(keyterms) and keyterms is not None:
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for keyterm in keyterms:
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data.add_field("keyterms", keyterm)
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async with self._session.post(url, data=data, headers=headers) as response:
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if response.status != 200:
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@@ -539,6 +549,7 @@ class ElevenLabsRealtimeSTTService(WebsocketSTTService):
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vad_threshold=None,
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min_speech_duration_ms=None,
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min_silence_duration_ms=None,
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keyterms=None,
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)
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# 2. Apply direct init arg overrides (deprecated)
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@@ -771,6 +782,11 @@ class ElevenLabsRealtimeSTTService(WebsocketSTTService):
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params.append(f"audio_format={self._audio_format}")
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params.append(f"commit_strategy={self._commit_strategy.value}")
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keyterms = self._settings.keyterms
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if is_given(keyterms) and keyterms is not None:
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for keyterm in keyterms:
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params.append(urlencode({"keyterms": keyterm}))
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# Add optional parameters
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if self._include_timestamps:
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params.append(f"include_timestamps={str(self._include_timestamps).lower()}")
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