move WakeCheckFilter to processors/filters

This commit is contained in:
Aleix Conchillo Flaqué
2024-05-22 15:36:18 -07:00
parent 661aa79b7c
commit 0ddfa3de5b
4 changed files with 86 additions and 77 deletions

View File

@@ -8,14 +8,8 @@ import asyncio
import aiohttp
import os
import sys
import re
import time
from enum import Enum
from pipecat.frames.frames import (
Frame, SystemFrame, TranscriptionFrame, TextFrame
)
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
from pipecat.processors.filters.wake_check_filter import WakeCheckFilter
from pipecat.pipeline.pipeline import Pipeline
from pipecat.pipeline.runner import PipelineRunner
from pipecat.pipeline.task import PipelineTask
@@ -37,73 +31,6 @@ logger.remove(0)
logger.add(sys.stderr, level="DEBUG")
class WakeCheckFilter(FrameProcessor):
"""
This filter looks for wake phrases in the transcription frames and only passes through frames
after a wake phrase has been detected. It also has a keepalive timeout to allow for a brief
period of continued conversation after a wake phrase has been detected.
"""
class WakeState(Enum):
IDLE = 1
AWAKE = 2
class ParticipantState:
def __init__(self, participant_id: str):
self.participant_id = participant_id
self.state = WakeCheckFilter.WakeState.IDLE
self.wake_timer = 0
self.accumulator = ""
def __init__(self, wake_phrases: list[str], keepalive_timeout: float = 2):
super().__init__()
self._participant_states = {}
self._keepalive_timeout = keepalive_timeout
self._wake_patterns = []
for name in wake_phrases:
pattern = re.compile(r'\b' + r'\s*'.join(re.escape(word)
for word in name.split()) + r'\b', re.IGNORECASE)
self._wake_patterns.append(pattern)
async def process_frame(self, frame: Frame, direction: FrameDirection):
try:
if isinstance(frame, TranscriptionFrame):
p = self._participant_states.get(frame.user_id)
if p is None:
p = WakeCheckFilter.ParticipantState(frame.user_id)
self._participant_states[frame.user_id] = p
# If we have been AWAKE within the last keepalive_timeout seconds, pass
# the frame through
if p.state == WakeCheckFilter.WakeState.AWAKE:
if time.time() - p.wake_timer < self._keepalive_timeout:
logger.debug(
f"Wake phrase keepalive timeout has not expired. Passing frame through.")
p.wake_timer = time.time()
await self.push_frame(frame)
return
else:
p.state = WakeCheckFilter.WakeState.IDLE
p.accumulator += frame.text
for pattern in self._wake_patterns:
match = pattern.search(p.accumulator)
if match:
logger.debug(f"Wake phrase triggered: {match.group()}")
# Found the wake word. Discard from the accumulator up to the start of the match
# and modify the frame in place.
p.state = WakeCheckFilter.WakeState.AWAKE
p.wake_timer = time.time()
frame.text = p.accumulator[match.start():]
p.accumulator = ""
await self.push_frame(frame)
else:
pass
else:
await self.push_frame(frame, direction)
except Exception as e:
logger.error(f"Error in wake word filter: {e}")
async def main(room_url: str, token):
async with aiohttp.ClientSession() as session:
@@ -152,7 +79,7 @@ async def main(room_url: str, token):
task = PipelineTask(pipeline, allow_interruptions=True)
@ transport.event_handler("on_first_participant_joined")
@transport.event_handler("on_first_participant_joined")
async def on_first_participant_joined(transport, participant):
transport.capture_participant_transcription(participant["id"])
await tts.say("Hi! If you want to talk to me, just say 'Hey Robot'.")

View File

@@ -10,7 +10,7 @@ from pipecat.frames.frames import AppFrame, ControlFrame, Frame, SystemFrame
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
class Filter(FrameProcessor):
class FrameFilter(FrameProcessor):
def __init__(self, types: List[type]):
super().__init__()

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@@ -0,0 +1,82 @@
#
# Copyright (c) 2024, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import re
import time
from enum import Enum
from pipecat.frames.frames import Frame, TranscriptionFrame
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
from loguru import logger
class WakeCheckFilter(FrameProcessor):
"""
This filter looks for wake phrases in the transcription frames and only passes through frames
after a wake phrase has been detected. It also has a keepalive timeout to allow for a brief
period of continued conversation after a wake phrase has been detected.
"""
class WakeState(Enum):
IDLE = 1
AWAKE = 2
class ParticipantState:
def __init__(self, participant_id: str):
self.participant_id = participant_id
self.state = WakeCheckFilter.WakeState.IDLE
self.wake_timer = 0.0
self.accumulator = ""
def __init__(self, wake_phrases: list[str], keepalive_timeout: float = 2):
super().__init__()
self._participant_states = {}
self._keepalive_timeout = keepalive_timeout
self._wake_patterns = []
for name in wake_phrases:
pattern = re.compile(r'\b' + r'\s*'.join(re.escape(word)
for word in name.split()) + r'\b', re.IGNORECASE)
self._wake_patterns.append(pattern)
async def process_frame(self, frame: Frame, direction: FrameDirection):
try:
if isinstance(frame, TranscriptionFrame):
p = self._participant_states.get(frame.user_id)
if p is None:
p = WakeCheckFilter.ParticipantState(frame.user_id)
self._participant_states[frame.user_id] = p
# If we have been AWAKE within the last keepalive_timeout seconds, pass
# the frame through
if p.state == WakeCheckFilter.WakeState.AWAKE:
if time.time() - p.wake_timer < self._keepalive_timeout:
logger.debug(
"Wake phrase keepalive timeout has not expired. Passing frame through.")
p.wake_timer = time.time()
await self.push_frame(frame)
return
else:
p.state = WakeCheckFilter.WakeState.IDLE
p.accumulator += frame.text
for pattern in self._wake_patterns:
match = pattern.search(p.accumulator)
if match:
logger.debug(f"Wake phrase triggered: {match.group()}")
# Found the wake word. Discard from the accumulator up to the start of the match
# and modify the frame in place.
p.state = WakeCheckFilter.WakeState.AWAKE
p.wake_timer = time.time()
frame.text = p.accumulator[match.start():]
p.accumulator = ""
await self.push_frame(frame)
else:
pass
else:
await self.push_frame(frame, direction)
except Exception as e:
logger.error(f"Error in wake word filter: {e}")

View File

@@ -8,7 +8,7 @@ import asyncio
from asyncio import AbstractEventLoop
from enum import Enum
from pipecat.frames.frames import AudioRawFrame, ErrorFrame, Frame
from pipecat.frames.frames import ErrorFrame, Frame
from pipecat.utils.utils import obj_count, obj_id
from loguru import logger