add ai-coustics VAD

This commit is contained in:
Corvin Jaedicke
2025-11-13 14:20:35 +01:00
parent 3c76917c1e
commit a7b2052b38
5 changed files with 261 additions and 40 deletions

View File

@@ -15,7 +15,6 @@ from loguru import logger
from pipecat.audio.filters.aic_filter import AICFilter
from pipecat.audio.turn.smart_turn.base_smart_turn import SmartTurnParams
from pipecat.audio.turn.smart_turn.local_smart_turn_v3 import LocalSmartTurnAnalyzerV3
from pipecat.audio.vad.silero import SileroVADAnalyzer
from pipecat.audio.vad.vad_analyzer import VADParams
from pipecat.frames.frames import LLMRunFrame
from pipecat.pipeline.pipeline import Pipeline
@@ -48,7 +47,7 @@ def _create_aic_filter() -> AICFilter:
return AICFilter(
license_key=license_key,
enhancement_level=1.0,
enhancement_level=0.5,
)
@@ -56,27 +55,33 @@ def _create_aic_filter() -> AICFilter:
# instantiated. The function will be called when the desired transport gets
# selected.
transport_params = {
"daily": lambda: DailyParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=_create_aic_filter(),
),
"twilio": lambda: FastAPIWebsocketParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=_create_aic_filter(),
),
"webrtc": lambda: TransportParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=SileroVADAnalyzer(params=VADParams(stop_secs=0.2)),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=_create_aic_filter(),
),
"daily": lambda: (
lambda aic: DailyParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=aic.create_vad_analyzer(lookback_buffer_size=6.0, sensitivity=6.0),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=aic,
)
)(_create_aic_filter()),
"twilio": lambda: (
lambda aic: FastAPIWebsocketParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=aic.create_vad_analyzer(lookback_buffer_size=6.0, sensitivity=6.0),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=aic,
)
)(_create_aic_filter()),
"webrtc": lambda: (
lambda aic: TransportParams(
audio_in_enabled=True,
audio_out_enabled=True,
vad_analyzer=aic.create_vad_analyzer(lookback_buffer_size=6.0, sensitivity=6.0),
turn_analyzer=LocalSmartTurnAnalyzerV3(params=SmartTurnParams()),
audio_in_filter=aic,
)
)(_create_aic_filter()),
}