Phase 4 STT pipeline implemented — Silero VAD + faster-whisper — still not working well at all
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214
bot/utils/stt_client.py
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214
bot/utils/stt_client.py
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"""
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STT Client for Discord Bot
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WebSocket client that connects to the STT server and handles:
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- Audio streaming to STT
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- Receiving VAD events
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- Receiving partial/final transcripts
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- Interruption detection
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"""
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import aiohttp
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import asyncio
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import logging
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from typing import Optional, Callable
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import json
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logger = logging.getLogger('stt_client')
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class STTClient:
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"""
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WebSocket client for STT server communication.
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Handles audio streaming and receives transcription events.
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"""
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def __init__(
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self,
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user_id: str,
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stt_url: str = "ws://miku-stt:8000/ws/stt",
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on_vad_event: Optional[Callable] = None,
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on_partial_transcript: Optional[Callable] = None,
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on_final_transcript: Optional[Callable] = None,
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on_interruption: Optional[Callable] = None
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):
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"""
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Initialize STT client.
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Args:
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user_id: Discord user ID
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stt_url: Base WebSocket URL for STT server
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on_vad_event: Callback for VAD events (event_dict)
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on_partial_transcript: Callback for partial transcripts (text, timestamp)
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on_final_transcript: Callback for final transcripts (text, timestamp)
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on_interruption: Callback for interruption detection (probability)
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"""
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self.user_id = user_id
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self.stt_url = f"{stt_url}/{user_id}"
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# Callbacks
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self.on_vad_event = on_vad_event
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self.on_partial_transcript = on_partial_transcript
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self.on_final_transcript = on_final_transcript
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self.on_interruption = on_interruption
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# Connection state
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self.websocket: Optional[aiohttp.ClientWebSocket] = None
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self.session: Optional[aiohttp.ClientSession] = None
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self.connected = False
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self.running = False
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# Receive task
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self._receive_task: Optional[asyncio.Task] = None
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logger.info(f"STT client initialized for user {user_id}")
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async def connect(self):
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"""Connect to STT WebSocket server."""
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if self.connected:
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logger.warning(f"Already connected for user {self.user_id}")
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return
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try:
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self.session = aiohttp.ClientSession()
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self.websocket = await self.session.ws_connect(
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self.stt_url,
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heartbeat=30
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)
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# Wait for ready message
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ready_msg = await self.websocket.receive_json()
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logger.info(f"STT connected for user {self.user_id}: {ready_msg}")
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self.connected = True
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self.running = True
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# Start receive task
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self._receive_task = asyncio.create_task(self._receive_events())
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logger.info(f"✓ STT WebSocket connected for user {self.user_id}")
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except Exception as e:
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logger.error(f"Failed to connect STT for user {self.user_id}: {e}", exc_info=True)
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await self.disconnect()
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raise
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async def disconnect(self):
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"""Disconnect from STT WebSocket."""
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logger.info(f"Disconnecting STT for user {self.user_id}")
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self.running = False
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self.connected = False
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# Cancel receive task
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if self._receive_task and not self._receive_task.done():
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self._receive_task.cancel()
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try:
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await self._receive_task
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except asyncio.CancelledError:
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pass
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# Close WebSocket
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if self.websocket:
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await self.websocket.close()
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self.websocket = None
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# Close session
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if self.session:
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await self.session.close()
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self.session = None
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logger.info(f"✓ STT disconnected for user {self.user_id}")
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async def send_audio(self, audio_data: bytes):
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"""
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Send audio chunk to STT server.
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Args:
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audio_data: PCM audio (int16, 16kHz mono)
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"""
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if not self.connected or not self.websocket:
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logger.warning(f"Cannot send audio, not connected for user {self.user_id}")
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return
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try:
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await self.websocket.send_bytes(audio_data)
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logger.debug(f"Sent {len(audio_data)} bytes to STT")
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except Exception as e:
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logger.error(f"Failed to send audio to STT: {e}")
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self.connected = False
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async def _receive_events(self):
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"""Background task to receive events from STT server."""
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try:
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while self.running and self.websocket:
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try:
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msg = await self.websocket.receive()
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if msg.type == aiohttp.WSMsgType.TEXT:
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event = json.loads(msg.data)
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await self._handle_event(event)
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elif msg.type == aiohttp.WSMsgType.CLOSED:
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logger.info(f"STT WebSocket closed for user {self.user_id}")
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break
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elif msg.type == aiohttp.WSMsgType.ERROR:
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logger.error(f"STT WebSocket error for user {self.user_id}")
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break
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except asyncio.CancelledError:
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break
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except Exception as e:
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logger.error(f"Error receiving STT event: {e}", exc_info=True)
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finally:
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self.connected = False
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logger.info(f"STT receive task ended for user {self.user_id}")
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async def _handle_event(self, event: dict):
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"""
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Handle incoming STT event.
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Args:
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event: Event dictionary from STT server
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"""
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event_type = event.get('type')
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if event_type == 'vad':
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# VAD event: speech detection
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logger.debug(f"VAD event: {event}")
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if self.on_vad_event:
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await self.on_vad_event(event)
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elif event_type == 'partial':
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# Partial transcript
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text = event.get('text', '')
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timestamp = event.get('timestamp', 0)
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logger.info(f"Partial transcript [{self.user_id}]: {text}")
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if self.on_partial_transcript:
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await self.on_partial_transcript(text, timestamp)
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elif event_type == 'final':
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# Final transcript
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text = event.get('text', '')
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timestamp = event.get('timestamp', 0)
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logger.info(f"Final transcript [{self.user_id}]: {text}")
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if self.on_final_transcript:
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await self.on_final_transcript(text, timestamp)
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elif event_type == 'interruption':
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# Interruption detected
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probability = event.get('probability', 0)
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logger.info(f"Interruption detected from user {self.user_id} (prob={probability:.3f})")
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if self.on_interruption:
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await self.on_interruption(probability)
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else:
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logger.warning(f"Unknown STT event type: {event_type}")
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def is_connected(self) -> bool:
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"""Check if STT client is connected."""
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return self.connected
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