Added mic_test and mic_query scripts
This commit is contained in:
parent
dd5cbcbeef
commit
0c6cb4699e
220
scripts/mic_query.py
Normal file
220
scripts/mic_query.py
Normal file
|
|
@ -0,0 +1,220 @@
|
||||||
|
# /// script
|
||||||
|
# requires-python = ">=3.12"
|
||||||
|
# dependencies = [
|
||||||
|
# "msgpack",
|
||||||
|
# "numpy",
|
||||||
|
# "sounddevice",
|
||||||
|
# "websockets",
|
||||||
|
# ]
|
||||||
|
# ///
|
||||||
|
import argparse
|
||||||
|
import asyncio
|
||||||
|
import json
|
||||||
|
import msgpack
|
||||||
|
import queue
|
||||||
|
import struct
|
||||||
|
import time
|
||||||
|
import threading
|
||||||
|
|
||||||
|
import numpy as np
|
||||||
|
import sounddevice as sd
|
||||||
|
import websockets
|
||||||
|
|
||||||
|
# Desired audio properties
|
||||||
|
TARGET_SAMPLE_RATE = 24000
|
||||||
|
TARGET_CHANNELS = 1 # Mono
|
||||||
|
HEADERS = {"kyutai-api-key": "open_token"}
|
||||||
|
all_text = []
|
||||||
|
transcript = []
|
||||||
|
finished = False
|
||||||
|
audio_queue = queue.Queue()
|
||||||
|
recording = True
|
||||||
|
|
||||||
|
|
||||||
|
def audio_callback(indata, frames, time, status):
|
||||||
|
"""Callback function for sounddevice to capture audio."""
|
||||||
|
if status:
|
||||||
|
print(f"Audio callback status: {status}")
|
||||||
|
# Convert to float32 and flatten to mono
|
||||||
|
audio_data = indata[:, 0].astype(np.float32)
|
||||||
|
audio_queue.put(audio_data.copy())
|
||||||
|
|
||||||
|
|
||||||
|
async def receive_messages(websocket):
|
||||||
|
"""Receive and process messages from the WebSocket server."""
|
||||||
|
global all_text
|
||||||
|
global transcript
|
||||||
|
global finished
|
||||||
|
try:
|
||||||
|
async for message in websocket:
|
||||||
|
data = msgpack.unpackb(message, raw=False)
|
||||||
|
if data["type"] == "Step":
|
||||||
|
continue
|
||||||
|
print("received:", data)
|
||||||
|
if data["type"] == "Word":
|
||||||
|
all_text.append(data["text"])
|
||||||
|
transcript.append({
|
||||||
|
"speaker": "SPEAKER_00",
|
||||||
|
"text": data["text"],
|
||||||
|
"timestamp": [data["start_time"], data["start_time"]],
|
||||||
|
})
|
||||||
|
# Print words in real-time
|
||||||
|
print(f"Word: {data['text']}")
|
||||||
|
if data["type"] == "EndWord":
|
||||||
|
if len(transcript) > 0:
|
||||||
|
transcript[-1]["timestamp"][1] = data["stop_time"]
|
||||||
|
if data["type"] == "Marker":
|
||||||
|
print("Received marker, stopping stream.")
|
||||||
|
break
|
||||||
|
except websockets.ConnectionClosed:
|
||||||
|
print("Connection closed while receiving messages.")
|
||||||
|
finished = True
|
||||||
|
|
||||||
|
|
||||||
|
async def send_messages(websocket, rtf: float):
|
||||||
|
"""Send audio data from microphone to WebSocket server."""
|
||||||
|
global finished
|
||||||
|
global recording
|
||||||
|
|
||||||
|
try:
|
||||||
|
# Start with a second of silence
|
||||||
|
chunk = {"type": "Audio", "pcm": [0.0] * 24000}
|
||||||
|
msg = msgpack.packb(chunk, use_bin_type=True, use_single_float=True)
|
||||||
|
await websocket.send(msg)
|
||||||
|
|
||||||
|
chunk_size = 1920 # Send data in chunks (80ms at 24kHz)
|
||||||
|
|
||||||
|
while recording and not finished:
|
||||||
|
try:
|
||||||
|
# Get audio data from queue with timeout
|
||||||
|
audio_data = audio_queue.get(timeout=0.1)
|
||||||
|
|
||||||
|
# Process audio in chunks
|
||||||
|
for i in range(0, len(audio_data), chunk_size):
|
||||||
|
if not recording:
|
||||||
|
break
|
||||||
|
|
||||||
|
chunk_data = audio_data[i:i + chunk_size]
|
||||||
|
# Pad with zeros if chunk is smaller than expected
|
||||||
|
if len(chunk_data) < chunk_size:
|
||||||
|
chunk_data = np.pad(chunk_data, (0, chunk_size - len(chunk_data)), 'constant')
|
||||||
|
|
||||||
|
chunk = {"type": "Audio", "pcm": [float(x) for x in chunk_data]}
|
||||||
|
msg = msgpack.packb(chunk, use_bin_type=True, use_single_float=True)
|
||||||
|
await websocket.send(msg)
|
||||||
|
|
||||||
|
# Small delay to avoid overwhelming the server
|
||||||
|
await asyncio.sleep(0.001)
|
||||||
|
|
||||||
|
except queue.Empty:
|
||||||
|
# No audio data available, continue
|
||||||
|
continue
|
||||||
|
|
||||||
|
# Send final silence and marker
|
||||||
|
chunk = {"type": "Audio", "pcm": [0.0] * 1920 * 5}
|
||||||
|
msg = msgpack.packb(chunk, use_bin_type=True, use_single_float=True)
|
||||||
|
await websocket.send(msg)
|
||||||
|
|
||||||
|
msg = msgpack.packb({"type": "Marker", "id": 0}, use_bin_type=True, use_single_float=True)
|
||||||
|
await websocket.send(msg)
|
||||||
|
|
||||||
|
# Send additional silence chunks
|
||||||
|
for _ in range(35):
|
||||||
|
chunk = {"type": "Audio", "pcm": [0.0] * 1920}
|
||||||
|
msg = msgpack.packb(chunk, use_bin_type=True, use_single_float=True)
|
||||||
|
await websocket.send(msg)
|
||||||
|
|
||||||
|
# Keep connection alive
|
||||||
|
while not finished:
|
||||||
|
await asyncio.sleep(1.0)
|
||||||
|
await websocket.ping()
|
||||||
|
|
||||||
|
except websockets.ConnectionClosed:
|
||||||
|
print("Connection closed while sending messages.")
|
||||||
|
|
||||||
|
|
||||||
|
def start_recording():
|
||||||
|
"""Start recording audio from microphone."""
|
||||||
|
global recording
|
||||||
|
print("Starting microphone recording...")
|
||||||
|
print("Press Ctrl+C to stop recording")
|
||||||
|
|
||||||
|
# Start audio stream
|
||||||
|
with sd.InputStream(
|
||||||
|
samplerate=TARGET_SAMPLE_RATE,
|
||||||
|
channels=TARGET_CHANNELS,
|
||||||
|
dtype='float32',
|
||||||
|
callback=audio_callback,
|
||||||
|
blocksize=1920 # 80ms blocks
|
||||||
|
):
|
||||||
|
try:
|
||||||
|
while recording:
|
||||||
|
time.sleep(0.1)
|
||||||
|
except KeyboardInterrupt:
|
||||||
|
print("\nStopping recording...")
|
||||||
|
recording = False
|
||||||
|
|
||||||
|
|
||||||
|
async def stream_audio(url: str, rtf: float):
|
||||||
|
"""Stream audio data to a WebSocket server."""
|
||||||
|
global recording
|
||||||
|
|
||||||
|
# Start recording in a separate thread
|
||||||
|
recording_thread = threading.Thread(target=start_recording)
|
||||||
|
recording_thread.daemon = True
|
||||||
|
recording_thread.start()
|
||||||
|
|
||||||
|
try:
|
||||||
|
async with websockets.connect(url, additional_headers=HEADERS) as websocket:
|
||||||
|
send_task = asyncio.create_task(send_messages(websocket, rtf))
|
||||||
|
receive_task = asyncio.create_task(receive_messages(websocket))
|
||||||
|
await asyncio.gather(send_task, receive_task)
|
||||||
|
except KeyboardInterrupt:
|
||||||
|
print("\nInterrupted by user")
|
||||||
|
recording = False
|
||||||
|
finally:
|
||||||
|
recording = False
|
||||||
|
|
||||||
|
print("Exiting...")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == "__main__":
|
||||||
|
parser = argparse.ArgumentParser(description="Real-time microphone transcription")
|
||||||
|
parser.add_argument("--transcript", help="Output transcript file (JSON)")
|
||||||
|
parser.add_argument(
|
||||||
|
"--url",
|
||||||
|
help="The URL of the server to which to send the audio",
|
||||||
|
default="ws://5.9.97.57:8080",
|
||||||
|
)
|
||||||
|
parser.add_argument("--rtf", type=float, default=1.01, help="Real-time factor")
|
||||||
|
parser.add_argument("--list-devices", action="store_true", help="List available audio devices")
|
||||||
|
parser.add_argument("--device", type=int, help="Input device ID (use --list-devices to see options)")
|
||||||
|
|
||||||
|
args = parser.parse_args()
|
||||||
|
|
||||||
|
if args.list_devices:
|
||||||
|
print("Available audio devices:")
|
||||||
|
print(sd.query_devices())
|
||||||
|
exit(0)
|
||||||
|
|
||||||
|
if args.device is not None:
|
||||||
|
sd.default.device[0] = args.device # Set input device
|
||||||
|
|
||||||
|
url = f"{args.url}/api/asr-streaming"
|
||||||
|
|
||||||
|
try:
|
||||||
|
asyncio.run(stream_audio(url, args.rtf))
|
||||||
|
print("\nFinal transcript:")
|
||||||
|
print(" ".join(all_text))
|
||||||
|
|
||||||
|
if args.transcript is not None:
|
||||||
|
with open(args.transcript, "w") as fobj:
|
||||||
|
json.dump({"transcript": transcript}, fobj, indent=4)
|
||||||
|
print(f"Transcript saved to {args.transcript}")
|
||||||
|
|
||||||
|
except KeyboardInterrupt:
|
||||||
|
print("\nProgram interrupted by user")
|
||||||
|
except Exception as e:
|
||||||
|
print(f"Error: {e}")
|
||||||
|
finally:
|
||||||
|
recording = False
|
||||||
9
scripts/mic_test.py
Normal file
9
scripts/mic_test.py
Normal file
|
|
@ -0,0 +1,9 @@
|
||||||
|
import sounddevice as sd
|
||||||
|
import numpy as np
|
||||||
|
|
||||||
|
print("Recording 3 seconds...")
|
||||||
|
audio = sd.rec(3 * 24000, samplerate=24000, channels=1, dtype='float32')
|
||||||
|
sd.wait()
|
||||||
|
print("Playing back...")
|
||||||
|
sd.play(audio, samplerate=24000)
|
||||||
|
sd.wait()
|
||||||
Loading…
Reference in New Issue
Block a user