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vllm-omni/examples/online_serving/text_to_speech/cosyvoice3/speech_client.py
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5.0 KiB
Python

"""Client for CosyVoice3 TTS via /v1/audio/speech endpoint.
CosyVoice3 has no built-in voice presets: every request is voice cloning
driven by ``ref_audio`` + ``ref_text``. The defaults below point at the
official upstream zero-shot prompt so the script runs out of the box.
Examples:
# Voice cloning with the default upstream prompt
python speech_client.py --text "收到好友从远方寄来的生日礼物。"
# Custom reference clip + transcript
python speech_client.py --text "Hello, this is a cloned voice." \
--ref-audio /path/to/reference.wav \
--ref-text "Transcript of the reference audio."
# Streaming PCM output
python speech_client.py --text "Hello world" --stream --output output.pcm
"""
import argparse
import base64
import os
import httpx
DEFAULT_API_BASE = "http://localhost:8091"
DEFAULT_API_KEY = "EMPTY"
DEFAULT_MODEL = "FunAudioLLM/Fun-CosyVoice3-0.5B-2512"
# Official CosyVoice zero-shot prompt and its transcript.
DEFAULT_REF_AUDIO = "https://raw.githubusercontent.com/FunAudioLLM/CosyVoice/main/asset/zero_shot_prompt.wav"
DEFAULT_REF_TEXT = "希望你以后能够做的比我还好呦。"
def encode_audio_to_base64(audio_path: str) -> str:
"""Encode a local audio file to a base64 data URL."""
if not os.path.exists(audio_path):
raise FileNotFoundError(f"Audio file not found: {audio_path}")
ext = audio_path.lower().rsplit(".", 1)[-1]
mime_map = {"wav": "audio/wav", "mp3": "audio/mpeg", "flac": "audio/flac", "ogg": "audio/ogg"}
mime_type = mime_map.get(ext, "audio/wav")
with open(audio_path, "rb") as f:
audio_b64 = base64.b64encode(f.read()).decode("utf-8")
return f"data:{mime_type};base64,{audio_b64}"
def run_tts(args) -> None:
"""Generate speech via the /v1/audio/speech API."""
payload = {
"model": args.model,
"input": args.text,
"response_format": args.response_format,
}
if args.ref_audio.startswith(("http://", "https://")):
payload["ref_audio"] = args.ref_audio
else:
payload["ref_audio"] = encode_audio_to_base64(args.ref_audio)
payload["ref_text"] = args.ref_text
if args.stream:
payload["stream"] = True
payload["response_format"] = "pcm"
print(f"Model: {args.model}")
print(f"Text: {args.text}")
print(f"Voice cloning: ref_audio={args.ref_audio}, ref_text={args.ref_text}")
print("Generating audio...")
api_url = f"{args.api_base}/v1/audio/speech"
headers = {
"Content-Type": "application/json",
"Authorization": f"Bearer {args.api_key}",
}
if args.stream:
output_path = args.output or "output.pcm"
with httpx.Client(timeout=300.0) as client:
with client.stream("POST", api_url, json=payload, headers=headers) as resp:
if resp.status_code != 200:
print(f"Error: {resp.status_code}")
print(resp.read().decode())
return
total_bytes = 0
with open(output_path, "wb") as f:
for chunk in resp.iter_bytes():
f.write(chunk)
total_bytes += len(chunk)
print(f"Streamed {total_bytes} bytes to: {output_path}")
else:
with httpx.Client(timeout=300.0) as client:
response = client.post(api_url, json=payload, headers=headers)
if response.status_code != 200:
print(f"Error: {response.status_code}")
print(response.text)
return
try:
text = response.content.decode("utf-8")
if text.startswith('{"error"'):
print(f"Error: {text}")
return
except UnicodeDecodeError:
pass
output_path = args.output or "output.wav"
with open(output_path, "wb") as f:
f.write(response.content)
print(f"Audio saved to: {output_path}")
def main():
parser = argparse.ArgumentParser(description="CosyVoice3 TTS client")
parser.add_argument("--api-base", default=DEFAULT_API_BASE, help="API base URL")
parser.add_argument("--api-key", default=DEFAULT_API_KEY, help="API key")
parser.add_argument("--model", "-m", default=DEFAULT_MODEL, help="Model name")
parser.add_argument("--text", required=True, help="Text to synthesize")
parser.add_argument(
"--ref-audio",
default=DEFAULT_REF_AUDIO,
help="Reference audio for voice cloning (path or URL)",
)
parser.add_argument(
"--ref-text",
default=DEFAULT_REF_TEXT,
help="Transcript of the reference audio",
)
parser.add_argument("--stream", action="store_true", help="Enable streaming (PCM output)")
parser.add_argument(
"--response-format",
default="wav",
choices=["wav", "mp3", "flac", "pcm", "aac", "opus"],
help="Audio format (default: wav)",
)
parser.add_argument("--output", "-o", default=None, help="Output file path")
args = parser.parse_args()
run_tts(args)
if __name__ == "__main__":
main()