def test_hotword_detected():
"""Test HotwordDetected."""
assert HotwordDetected.is_topic(HotwordDetected.topic(wakeword_id=wakeword_id))
assert (
HotwordDetected.get_wakeword_id(HotwordDetected.topic(wakeword_id=wakeword_id))
== wakeword_id
)
def test_topics(self):
"""Check get_ methods for topics"""
siteId = "testSiteId"
requestId = "testRequestId"
intentName = "testIntent"
wakewordId = "testWakeWord"
# AudioFrame
self.assertTrue(AudioFrame.is_topic(AudioFrame.topic(siteId=siteId)))
self.assertEqual(
AudioFrame.get_siteId(AudioFrame.topic(siteId=siteId)), siteId)
# AudioPlayBytes
self.assertTrue(
AudioPlayBytes.is_topic(
AudioPlayBytes.topic(siteId=siteId, requestId=requestId)))
self.assertEqual(
AudioPlayBytes.get_siteId(
AudioPlayBytes.topic(siteId=siteId, requestId=requestId)),
siteId,
)
self.assertEqual(
AudioPlayBytes.get_requestId(
AudioPlayBytes.topic(siteId=siteId, requestId=requestId)),
requestId,
)
# AudioPlayFinished
self.assertTrue(
AudioPlayFinished.is_topic(AudioPlayFinished.topic(siteId=siteId)))
self.assertEqual(
AudioPlayFinished.get_siteId(
AudioPlayFinished.topic(siteId=siteId)), siteId)
# NluIntent
self.assertTrue(
NluIntent.is_topic(NluIntent.topic(intentName=intentName)))
self.assertEqual(
NluIntent.get_intentName(NluIntent.topic(intentName=intentName)),
intentName)
# HotwordDetected
self.assertTrue(
HotwordDetected.is_topic(
HotwordDetected.topic(wakewordId=wakewordId)))
self.assertEqual(
HotwordDetected.get_wakewordId(
HotwordDetected.topic(wakewordId=wakewordId)),
wakewordId,
)
async def handle_detection(
self, matching_indexes: typing.List[int]
) -> typing.AsyncIterable[
typing.Union[typing.Tuple[HotwordDetected, TopicArgs], HotwordError]
]:
"""Handle a successful hotword detection"""
try:
template = self.raven.templates[matching_indexes[0]]
wakeword_id = self.wakeword_id
if not wakeword_id:
wakeword_id = template.name
yield (
HotwordDetected(
site_id=self.last_audio_site_id,
model_id=template.name,
current_sensitivity=self.raven.distance_threshold,
model_version="",
model_type="personal",
),
{"wakeword_id": wakeword_id},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(
error=str(e),
context=str(matching_indexes),
site_id=self.last_audio_site_id,
)
async def handle_detection(
self,
keyword_index: int,
wakeword_id: str,
site_id="default"
) -> typing.AsyncIterable[typing.Union[typing.Tuple[
HotwordDetected, TopicArgs], HotwordError]]:
"""Handle a successful hotword detection"""
try:
assert (len(self.model_ids) >
keyword_index), f"Missing {keyword_index} in models"
yield (
HotwordDetected(
site_id=site_id,
model_id=self.model_ids[keyword_index],
current_sensitivity=self.sensitivities[keyword_index],
model_version="",
model_type="personal",
lang=self.lang,
),
{
"wakeword_id": wakeword_id
},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(error=str(e),
context=str(keyword_index),
site_id=site_id)
async def handle_detection(
self,
) -> typing.AsyncIterable[typing.Union[typing.Tuple[
HotwordDetected, TopicArgs], HotwordError]]:
"""Handle a successful hotword detection"""
try:
wakeword_id = self.wakeword_id
if not wakeword_id:
# Use file name
wakeword_id = self.model_path.stem
yield (
HotwordDetected(
site_id=self.last_audio_site_id,
model_id=self.model_id,
current_sensitivity=self.sensitivity,
model_version="",
model_type="personal",
),
{
"wakeword_id": wakeword_id
},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(
error=str(e),
context=str(self.model_path),
site_id=self.last_audio_site_id,
)
async def handle_detection(
self,
wakeword_id: str,
site_id: str = "default"
) -> typing.AsyncIterable[typing.Union[typing.Tuple[
HotwordDetected, TopicArgs], HotwordError]]:
"""Handle a successful hotword detection"""
try:
yield (
HotwordDetected(
site_id=site_id,
model_id=self.keyphrase,
current_sensitivity=self.keyphrase_threshold,
model_version="",
model_type="personal",
),
{
"wakeword_id": wakeword_id
},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(error=str(e),
context=self.keyphrase,
site_id=site_id)
async def handle_detection(
self, model_index: int, wakeword_id: str, site_info: SiteInfo
) -> typing.AsyncIterable[typing.Union[typing.Tuple[
HotwordDetected, TopicArgs], HotwordError]]:
"""Handle a successful hotword detection"""
try:
assert (len(site_info.model_ids) >
model_index), f"Missing {model_index} in models"
sensitivity = 0.5
if model_index < len(self.models):
sensitivity = self.models[model_index].float_sensitivity()
yield (
HotwordDetected(
site_id=site_info.site_id,
model_id=site_info.model_ids[model_index],
current_sensitivity=sensitivity,
model_version="",
model_type="personal",
lang=self.lang,
),
{
"wakeword_id": wakeword_id
},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(error=str(e),
context=str(model_index),
site_id=site_info.site_id)
async def async_test_basic_wake(self):
"""Test wake/asr/nlu workflow without a satellite"""
for event_name in ["started", "ended"]:
self.events[event_name] = asyncio.Event()
# Wait until connected
self.hermes.on_message = self.on_message_test_basic_wake
await asyncio.wait_for(self.hermes.mqtt_connected_event.wait(),
timeout=5)
# Start listening
self.hermes.subscribe(DialogueSessionStarted, DialogueSessionEnded)
message_task = asyncio.create_task(self.hermes.handle_messages_async())
# Send wake up signal
self.hermes.publish(
HotwordDetected(model_id="default", site_id=self.base_id),
wakeword_id="default",
)
# Wait for up to 10 seconds
await asyncio.wait_for(
asyncio.gather(*[e.wait() for e in self.events.values()]),
timeout=10)
message_task.cancel()
async def handle_detection(
self, matching_indexes: typing.List[int], raven: Raven
) -> typing.AsyncIterable[typing.Union[typing.Tuple[
HotwordDetected, TopicArgs], HotwordError]]:
"""Handle a successful hotword detection"""
try:
template = raven.templates[matching_indexes[0]]
wakeword_id = raven.keyword_name or template.name
if not wakeword_id:
wakeword_id = "default"
yield (
HotwordDetected(
site_id=self.last_audio_site_id,
model_id=template.name,
current_sensitivity=raven.probability_threshold,
model_version="",
model_type="personal",
lang=self.lang,
),
{
"wakeword_id": wakeword_id
},
)
except Exception as e:
_LOGGER.exception("handle_detection")
yield HotwordError(
error=str(e),
context=f"{raven.keyword_name}: {template.name}",
site_id=self.last_audio_site_id,
)
async def async_test_ws_wake(self):
"""Test api/events/wake endpoint"""
# Start listening
event_queue = asyncio.Queue()
connected = asyncio.Event()
receive_task = asyncio.ensure_future(
self.async_ws_receive("events/wake", event_queue, connected)
)
await asyncio.wait_for(connected.wait(), timeout=5)
# Send in a message
detected = HotwordDetected(model_id=str(uuid4()), site_id=self.site_id)
wakeword_id = str(uuid4())
self.client.publish(detected.topic(wakeword_id=wakeword_id), detected.payload())
# Wait for response
event = json.loads(await asyncio.wait_for(event_queue.get(), timeout=5))
self.assertEqual(wakeword_id, event.get("wakewordId", ""))
self.assertEqual(detected.site_id, event.get("siteId", ""))
# Stop listening
receive_task.cancel()
def _subscribe_callbacks(self):
# Remove duplicate intent names
intent_names = list(set(self._callbacks_intent.keys()))
topics = [
NluIntent.topic(intent_name=intent_name)
for intent_name in intent_names
]
if self._callbacks_hotword:
topics.append(HotwordDetected.topic())
if self._callbacks_intent_not_recognized:
topics.append(NluIntentNotRecognized.topic())
topic_names = list(set(self._callbacks_topic.keys()))
topics.extend(topic_names)
topics.extend(self._additional_topic)
self.subscribe_topics(*topics)
def handle_detection(
self, keyword_index, siteId="default"
) -> typing.Union[HotwordDetected, HotwordError]:
"""Handle a successful hotword detection"""
try:
assert (
len(self.model_ids) > keyword_index
), f"Missing {keyword_index} in models"
return HotwordDetected(
siteId=siteId,
modelId=self.model_ids[keyword_index],
currentSensitivity=self.sensitivities[keyword_index],
modelVersion="",
modelType="personal",
)
except Exception as e:
_LOGGER.exception("handle_detection")
return HotwordError(error=str(e), context=str(keyword_index), siteId=siteId)
async def test_callbacks_hotword(mocker):
"""Test hotword callbacks."""
app = HermesApp("Test HotwordDetected", mqtt_client=mocker.MagicMock())
# Mock wake callback and apply on_hotword decorator.
wake = mocker.MagicMock()
app.on_hotword(wake)
# Simulate app.run() without the MQTT client.
app._subscribe_callbacks()
# Check whether callback has been added to the app.
assert len(app._callbacks_hotword) == 1
assert app._callbacks_hotword[0] == wake
# Simulate detected hotword.
await app.on_raw_message(HOTWORD_TOPIC, HOTWORD_PAYLOAD)
# Check whether callback has been called with the right Rhasspy Hermes object.
wake.assert_called_once_with(HotwordDetected.from_json(HOTWORD_PAYLOAD))
def __init__(
self,
client,
siteIds: typing.Optional[typing.List[str]] = None,
wakewordIds: typing.Optional[typing.List[str]] = None,
loop=None,
):
self.client = client
self.siteIds = siteIds or []
self.loop = loop or asyncio.get_event_loop()
self.session: typing.Optional[SessionInfo] = None
self.session_queue = deque()
self.wakeword_topics = {
HotwordDetected.topic(wakewordId=w): w
for w in wakewordIds or []
}
# Set when TtsSayFinished comes back
self.say_finished_event = asyncio.Event()
self.say_finished_timeout: float = 10
"""Tests for rhasspyhermes_app hotword."""
# pylint: disable=protected-access,too-many-function-args
import asyncio
import pytest
from rhasspyhermes.wake import HotwordDetected
from rhasspyhermes_app import HermesApp
HOTWORD_TOPIC = f"hermes/hotword/test/detected"
HOTWORD = HotwordDetected("test_model")
HOTWORD_TOPIC2 = f"hermes/hotword/test2/detected"
HOTWORD2 = HotwordDetected("test_model2")
_LOOP = asyncio.get_event_loop()
@pytest.mark.asyncio
async def test_callbacks_hotword(mocker):
"""Test hotword callbacks."""
app = HermesApp("Test HotwordDetected", mqtt_client=mocker.MagicMock())
# Mock wake callback and apply on_hotword decorator.
wake = mocker.MagicMock()
app.on_hotword(wake)
# Simulate app.run() without the MQTT client.
app._subscribe_callbacks()
# Simulate detected hotword.
await app.on_raw_message(HOTWORD_TOPIC, HOTWORD.to_json())
def on_message(self, client, userdata, msg):
"""Received message from MQTT broker."""
try:
_LOGGER.debug("Received %s byte(s) on %s", len(msg.payload),
msg.topic)
if msg.topic == DialogueStartSession.topic():
# Start session
json_payload = json.loads(msg.payload)
if not self._check_siteId(json_payload):
return
# Run in event loop (for TTS)
asyncio.run_coroutine_threadsafe(
self.handle_start(DialogueStartSession(**json_payload)),
self.loop)
elif msg.topic == DialogueContinueSession.topic():
# Continue session
json_payload = json.loads(msg.payload)
if not self._check_siteId(json_payload):
return
# Run in event loop (for TTS)
asyncio.run_coroutine_threadsafe(
self.handle_continue(
DialogueContinueSession(**json_payload)),
self.loop,
)
elif msg.topic == DialogueEndSession.topic():
# End session
json_payload = json.loads(msg.payload)
if not self._check_siteId(json_payload):
return
# Run outside event loop
self.handle_end(DialogueEndSession(**json_payload))
elif msg.topic == TtsSayFinished.topic():
# TTS finished
json_payload = json.loads(msg.payload)
if not self._check_sessionId(json_payload):
return
# Signal event loop
self.loop.call_soon_threadsafe(self.say_finished_event.set)
elif msg.topic == AsrTextCaptured.topic():
# Text captured
json_payload = json.loads(msg.payload)
if not self._check_sessionId(json_payload):
return
# Run outside event loop
self.handle_text_captured(AsrTextCaptured(**json_payload))
elif msg.topic.startswith(NluIntent.topic(intent_name="")):
# Intent recognized
json_payload = json.loads(msg.payload)
if not self._check_sessionId(json_payload):
return
self.handle_recognized(NluIntent(**json_payload))
elif msg.topic.startswith(NluIntentNotRecognized.topic()):
# Intent recognized
json_payload = json.loads(msg.payload)
if not self._check_sessionId(json_payload):
return
# Run in event loop (for TTS)
asyncio.run_coroutine_threadsafe(
self.handle_not_recognized(
NluIntentNotRecognized(**json_payload)),
self.loop,
)
elif msg.topic in self.wakeword_topics:
json_payload = json.loads(msg.payload)
if not self._check_siteId(json_payload):
return
wakeword_id = self.wakeword_topics[msg.topic]
asyncio.run_coroutine_threadsafe(
self.handle_wake(wakeword_id,
HotwordDetected(**json_payload)),
self.loop,
)
except Exception:
_LOGGER.exception("on_message")
def on_message(self, client, userdata, msg):
"""Received message from MQTT broker."""
try:
topic, payload = msg.topic, msg.payload
for message, site_id, _ in HermesClient.parse_mqtt_message(
topic, payload, self.subscribed_types
):
is_self_site_id = True
if site_id and self.site_ids and (site_id not in self.site_ids):
# Invalid site id
is_self_site_id = False
if is_self_site_id:
# Base-only messages
if isinstance(message, AsrAudioCaptured):
# Audio data from ASR session
assert site_id, "Missing site id"
self.last_audio_captured = message
self.handle_message(topic, message)
elif isinstance(message, AsrError):
# ASR service error
self.handle_message(topic, message)
elif isinstance(message, AsrTextCaptured):
# Successful transcription
self.handle_message(topic, message)
# Report to websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("text", message)
)
elif isinstance(message, AudioDevices):
# Microphones or speakers
self.handle_message(topic, message)
elif isinstance(message, AudioPlayBytes):
# Request to play audio
assert site_id, "Missing site id"
self.handle_message(topic, message)
elif isinstance(message, AudioPlayError):
# Error playing audio
self.handle_message(topic, message)
elif isinstance(message, AudioPlayFinished):
# Audio finished playing
assert site_id, "Missing site id"
self.handle_message(topic, message)
elif isinstance(message, AudioRecordError):
# Error recording audio
self.handle_message(topic, message)
elif isinstance(message, AudioFrame):
# Recorded audio frame
assert site_id, "Missing site id"
self.compute_audio_energies(message.wav_bytes)
# Report to websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("audiosummary", self.audio_energies)
)
elif isinstance(message, DialogueSessionStarted):
# Dialogue session started
self.handle_message(topic, message)
elif isinstance(message, G2pPhonemes):
# Word pronunciations
self.handle_message(topic, message)
elif isinstance(message, Hotwords):
# Hotword list
self.handle_message(topic, message)
elif isinstance(message, HotwordDetected):
_LOGGER.debug("<- %s", message)
# Hotword detected
wakeword_id = HotwordDetected.get_wakeword_id(topic)
self.handle_message(topic, message)
# Report to websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("wake", message, wakeword_id)
)
# Warn user if they're expected wake -> ASR -> NLU workflow
if (self.dialogue_system == "dummy") and (
self.asr_system != "dummy"
):
_LOGGER.warning(
"Dialogue management is disabled. ASR will NOT be automatically enabled."
)
elif isinstance(message, (HotwordError, HotwordExampleRecorded)):
# Other hotword message
self.handle_message(topic, message)
elif isinstance(message, NluError):
# NLU service error
self.handle_message(topic, message)
elif isinstance(message, NluIntent):
_LOGGER.debug("<- %s", message)
# Successful intent recognition
self.handle_message(topic, message)
# Report to websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("intent", message)
)
elif isinstance(message, NluIntentNotRecognized):
_LOGGER.debug("<- %s", message)
# Failed intent recognition
self.handle_message(topic, message)
# Report to websockets
for queue in self.message_queues:
queue.put_nowait(("intent", message))
elif isinstance(message, TtsSayFinished):
# Text to speech complete
self.handle_message(topic, message)
elif isinstance(message, AsrTrainSuccess):
# ASR training success
assert site_id, "Missing site id"
self.handle_message(topic, message)
elif isinstance(message, NluTrainSuccess):
# NLU training success
assert site_id, "Missing site id"
self.handle_message(topic, message)
elif isinstance(message, TtsError):
# Error during text to speech
self.handle_message(topic, message)
elif isinstance(message, Voices):
# Text to speech voices
self.handle_message(topic, message)
else:
_LOGGER.warning("Unexpected message: %s", message)
else:
# Check for satellite messages.
# This ensures that websocket events are reported on the base
# station as well as the satellite.
if isinstance(message, (NluIntent, NluIntentNotRecognized)) and (
site_id in self.satellite_site_ids["intent"]
):
# Report satellite message to base websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("intent", message)
)
elif isinstance(message, AsrTextCaptured) and (
site_id in self.satellite_site_ids["speech_to_text"]
):
# Report satellite message to base websockets
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("text", message)
)
elif isinstance(message, HotwordDetected) and (
site_id in self.satellite_site_ids["wake"]
):
# Report satellite message to base websockets
wakeword_id = HotwordDetected.get_wakeword_id(topic)
for queue in self.message_queues:
self.loop.call_soon_threadsafe(
queue.put_nowait, ("wake", message, wakeword_id)
)
elif isinstance(message, (TtsSayFinished, AudioPlayFinished)) and (
site_id in self.satellite_site_ids["text_to_speech"]
):
# Satellite text to speech/audio finished
self.handle_message(topic, message)
# -----------------------------------------------------------------
# Forward to external message queues
for queue in self.message_queues:
queue.put_nowait(("mqtt", topic, payload))
except Exception:
_LOGGER.exception("on_message")
async def on_raw_message(self, topic: str, payload: bytes):
"""This method handles messages from the MQTT broker.
Arguments:
topic: The topic of the received MQTT message.
payload: The payload of the received MQTT message.
.. warning:: Don't override this method in your app. This is where all the magic happens in Rhasspy Hermes App.
"""
try:
if HotwordDetected.is_topic(topic):
# hermes/hotword/<wakeword_id>/detected
try:
hotword_detected = HotwordDetected.from_json(payload)
for function_h in self._callbacks_hotword:
await function_h(hotword_detected)
except KeyError as key:
_LOGGER.error("Missing key %s in JSON payload for %s: %s",
key, topic, payload)
elif NluIntent.is_topic(topic):
# hermes/intent/<intent_name>
try:
nlu_intent = NluIntent.from_json(payload)
intent_name = nlu_intent.intent.intent_name
if intent_name in self._callbacks_intent:
for function_i in self._callbacks_intent[intent_name]:
await function_i(nlu_intent)
except KeyError as key:
_LOGGER.error("Missing key %s in JSON payload for %s: %s",
key, topic, payload)
elif NluIntentNotRecognized.is_topic(topic):
# hermes/nlu/intentNotRecognized
try:
nlu_intent_not_recognized = NluIntentNotRecognized.from_json(
payload)
for function_inr in self._callbacks_intent_not_recognized:
await function_inr(nlu_intent_not_recognized)
except KeyError as key:
_LOGGER.error("Missing key %s in JSON payload for %s: %s",
key, topic, payload)
elif DialogueIntentNotRecognized.is_topic(topic):
# hermes/dialogueManager/intentNotRecognized
try:
dialogue_intent_not_recognized = DialogueIntentNotRecognized.from_json(
payload)
for function_dinr in self._callbacks_dialogue_intent_not_recognized:
await function_dinr(dialogue_intent_not_recognized)
except KeyError as key:
_LOGGER.error("Missing key %s in JSON payload for %s: %s",
key, topic, payload)
else:
unexpected_topic = True
if topic in self._callbacks_topic:
for function_1 in self._callbacks_topic[topic]:
await function_1(TopicData(topic, {}), payload)
unexpected_topic = False
else:
for function_2 in self._callbacks_topic_regex:
if hasattr(function_2, "topic_extras"):
topic_extras = getattr(function_2, "topic_extras")
for pattern, named_positions in topic_extras:
if re.match(pattern, topic) is not None:
data = TopicData(topic, {})
parts = topic.split(sep="/")
if named_positions is not None:
for name, position in named_positions.items(
):
data.data[name] = parts[position]
function_2(data, payload)
unexpected_topic = False
if unexpected_topic:
_LOGGER.warning("Unexpected topic: %s", topic)
except Exception:
_LOGGER.exception("on_raw_message")
async def on_message(
self,
message: Message,
site_id: typing.Optional[str] = None,
session_id: typing.Optional[str] = None,
topic: typing.Optional[str] = None,
) -> GeneratorType:
if isinstance(message, AsrTextCaptured):
# ASR transcription received
if (not message.session_id) or (
not self.valid_session_id(message.session_id)
):
_LOGGER.warning("Ignoring unknown session %s", message.session_id)
return
async for play_recorded_result in self.maybe_play_sound(
"recorded", site_id=message.site_id
):
yield play_recorded_result
async for text_result in self.handle_text_captured(message):
yield text_result
elif isinstance(message, AudioPlayFinished):
# Audio output finished
play_finished_event = self.message_events[AudioPlayFinished].get(message.id)
if play_finished_event:
play_finished_event.set()
elif isinstance(message, DialogueConfigure):
# Configure intent filter
self.handle_configure(message)
elif isinstance(message, DialogueStartSession):
# Start session
async for start_result in self.handle_start(message):
yield start_result
elif isinstance(message, DialogueContinueSession):
# Continue session
async for continue_result in self.handle_continue(message):
yield continue_result
elif isinstance(message, DialogueEndSession):
# End session
async for end_result in self.handle_end(message):
yield end_result
elif isinstance(message, HotwordDetected):
# Wakeword detected
assert topic, "Missing topic"
wakeword_id = HotwordDetected.get_wakeword_id(topic)
if (not self.wakeword_ids) or (wakeword_id in self.wakeword_ids):
async for wake_result in self.handle_wake(wakeword_id, message):
yield wake_result
else:
_LOGGER.warning("Ignoring wake word id=%s", wakeword_id)
elif isinstance(message, NluIntent):
# Intent recognized
await self.handle_recognized(message)
elif isinstance(message, NluIntentNotRecognized):
# Intent not recognized
async for play_error_result in self.maybe_play_sound(
"error", site_id=message.site_id
):
yield play_error_result
async for not_recognized_result in self.handle_not_recognized(message):
yield not_recognized_result
elif isinstance(message, TtsSayFinished):
# Text to speech finished
say_finished_event = self.message_events[TtsSayFinished].pop(
message.id, None
)
if say_finished_event:
say_finished_event.set()
else:
_LOGGER.warning("Unexpected message: %s", message)
async def handle_audio_frame(
self,
wav_bytes: bytes,
site_id: str = "default",
session_id: typing.Optional[str] = None,
) -> typing.AsyncIterable[
typing.Union[
typing.Tuple[HotwordDetected, TopicArgs],
AsrTextCaptured,
typing.Tuple[AsrAudioCaptured, TopicArgs],
AsrError,
]
]:
"""Add audio frame to open sessions."""
try:
if self.asr_enabled:
if session_id is None:
# Add to every open session
target_sessions = list(self.asr_sessions.items())
else:
# Add to single session
target_sessions = [(session_id, self.asr_sessions[session_id])]
with io.BytesIO(wav_bytes) as in_io:
with wave.open(in_io) as in_wav:
# Get WAV details from first frame
sample_rate = in_wav.getframerate()
sample_width = in_wav.getsampwidth()
channels = in_wav.getnchannels()
audio_data = in_wav.readframes(in_wav.getnframes())
# Add to target ASR sessions
for target_id, session in target_sessions:
# Skip non-matching site_id
if session.start_listening.site_id != site_id:
continue
session.sample_rate = sample_rate
session.sample_width = sample_width
session.channels = channels
session.audio_data += audio_data
if session.start_listening.stop_on_silence:
# Detect silence (end of command)
audio_data = self.maybe_convert_wav(
wav_bytes,
self.recorder_sample_rate,
self.recorder_sample_width,
self.recorder_channels,
)
command = session.recorder.process_chunk(audio_data)
if command and (command.result == VoiceCommandResult.SUCCESS):
# Complete session
stop_listening = AsrStopListening(
site_id=site_id, session_id=target_id
)
async for message in self.handle_stop_listening(
stop_listening
):
yield message
if self.wake_enabled and (session_id is None) and self.wake_proc:
# Convert and send to wake command
audio_bytes = self.maybe_convert_wav(
wav_bytes,
self.wake_sample_rate,
self.wake_sample_width,
self.wake_channels,
)
assert self.wake_proc.stdin
self.wake_proc.stdin.write(audio_bytes)
if self.wake_proc.poll():
stdout, stderr = self.wake_proc.communicate()
if stderr:
_LOGGER.debug(stderr.decode())
wakeword_id = stdout.decode().strip()
_LOGGER.debug("Detected wake word %s", wakeword_id)
yield (
HotwordDetected(
model_id=wakeword_id,
model_version="",
model_type="personal",
current_sensitivity=1.0,
site_id=site_id,
),
{"wakeword_id": wakeword_id},
)
# Restart wake process
self.start_wake_command()
except Exception:
_LOGGER.exception("handle_audio_frame")