Update app.py
Browse files
app.py
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import
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from fastapi.websockets import WebSocket
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from pydantic import BaseModel
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import subprocess
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import
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# ========== CONFIG ==========
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ROOT_DIR = Path("/tmp/tts_app")
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VOICES_DIR = ROOT_DIR / "voices"
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FILES_DIR = ROOT_DIR / "files"
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VOICES_DIR.mkdir(parents=True, exist_ok=True)
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FILES_DIR.mkdir(parents=True, exist_ok=True)
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DEFAULT_VOICE = "en_US-libritts-high"
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DEFAULT_SR = 22050
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@app.get("/health")
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return {
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"ok": True,
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"engine": "piper-tts (CLI, CPU)",
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"default_voice": DEFAULT_VOICE,
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"voice_dir": str(VOICES_DIR),
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"available_voices":
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"files_dir": str(FILES_DIR),
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}
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@app.post("/speak")
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async def speak(
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"
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return FileResponse(out_path, media_type="audio/wav")
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# ========== STREAM (WebSocket) ==========
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@app.websocket("/ws/tts")
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async def
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await
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voice = DEFAULT_VOICE
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}
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temp_file = FILES_DIR / f"{uuid.uuid4().hex}.wav"
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wave_writer = wave.open(str(temp_file), 'wb')
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wave_writer.setnchannels(1)
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wave_writer.setsampwidth(2)
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wave_writer.setframerate(DEFAULT_SR)
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try:
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while True:
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text = payload.get("text", "")
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voice = payload.get("voice", DEFAULT_VOICE)
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settings["length_scale"] = float(payload.get("length_scale", 1.0))
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settings["noise_scale"] = float(payload.get("noise_scale", 0.33))
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settings["noise_w"] = float(payload.get("noise_w", 0.5))
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tmp = tempfile.NamedTemporaryFile(delete=False, suffix=".wav")
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cmd = [
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"piper",
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"--model", str(VOICES_DIR / f"{voice}.onnx"),
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"--output_file", tmp.name,
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"--text", text,
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"--length_scale", str(settings["length_scale"]),
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"--noise_scale", str(settings["noise_scale"]),
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"--noise_w", str(settings["noise_w"]),
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]
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subprocess.run(cmd, check=True)
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with open(tmp.name, "rb") as f:
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audio = f.read()
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await websocket.send_bytes(audio)
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tmp.close()
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os.unlink(tmp.name)
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except Exception as e:
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import asyncio
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import json
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import os
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import re
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import shlex
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import subprocess
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import tarfile
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import time
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from pathlib import Path
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from typing import Optional, Dict, Any
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import uvicorn
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from fastapi import FastAPI, WebSocket, WebSocketDisconnect, Request
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from fastapi.responses import JSONResponse, FileResponse, PlainTextResponse
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# -------------------------
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# Writable directory picker
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# -------------------------
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def pick_writable_dir(*candidates: Path) -> Path:
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errs = []
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for p in candidates:
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if not p:
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continue
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try:
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p.mkdir(parents=True, exist_ok=True)
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probe = p / ".probe"
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with open(probe, "wb") as f:
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f.write(b"ok")
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probe.unlink(missing_ok=True)
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return p
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except Exception as e:
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errs.append(f"{p}: {type(e)._name_}({e})")
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raise RuntimeError("No writable dir. Tried:\n" + "\n".join(errs))
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# Honors env overrides; then tries common writable places on HF Spaces
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ENV_DIR = os.getenv("TTS_DATA_DIR")
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VOICES_DIR = None
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FILES_DIR = None
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def init_dirs():
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global VOICES_DIR, FILES_DIR
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cand_voices = []
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if ENV_DIR:
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cand_voices.append(Path(ENV_DIR) / "voices")
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cand_voices += [
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Path("/home/user/.cache/actualtts/voices"),
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Path("/home/user/voices"),
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Path("/tmp/actualtts/voices"),
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Path("/dev/shm/actualtts_voices"),
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]
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VOICES_DIR = pick_writable_dir(*cand_voices)
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cand_files = []
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if ENV_DIR:
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cand_files.append(Path(ENV_DIR) / "files")
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cand_files += [
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Path("/home/user/.cache/actualtts/files"),
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Path("/tmp/actualtts/files"),
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Path("/dev/shm/actualtts_files"),
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]
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FILES_DIR = pick_writable_dir(*cand_files)
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init_dirs()
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# -------------------------
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# Piper CLI integration
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# -------------------------
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# Piper binary is preinstalled in CPU Spaces images that have Piper CLI.
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# If your image differs, set PIPER_BIN env to the correct path.
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PIPER_BIN = os.getenv("PIPER_BIN", "piper")
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# A small catalog of good CPU voices (VITS-based) hosted on HF.
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HF_VOICES: Dict[str, str] = {
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"en_US-libritts-high": "https://huggingface.co/rhasspy/piper-voices/resolve/main/en/en_US-libritts-high.onnx.tar.gz",
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"en_US-lessac-high": "https://huggingface.co/rhasspy/piper-voices/resolve/main/en/en_US-lessac-high.onnx.tar.gz",
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"en_US-amy-medium": "https://huggingface.co/rhasspy/piper-voices/resolve/main/en/en_US-amy-medium.onnx.tar.gz",
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}
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DEFAULT_VOICE = os.getenv("DEFAULT_VOICE", "en_US-libritts-high")
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DEFAULT_SR = 22050 # Piper typically outputs 22050 Hz
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DEFAULT_CHANNELS = 1
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_HTTP_CLIENT = None # lazy import only if needed
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def _http():
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global _HTTP_CLIENT
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if _HTTP_CLIENT is None:
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import requests
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_HTTP_CLIENT = requests.Session()
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_HTTP_CLIENT.headers.update({"User-Agent": "ActualTTS/CPU"})
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return _HTTP_CLIENT
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def ensure_voice(voice_id: str) -> Dict[str, Path]:
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"""
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Ensure the given voice is present locally. If missing, download and extract.
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Returns {"model": Path, "config": Path}
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"""
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vdir = VOICES_DIR / voice_id
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model = vdir / f"{voice_id}.onnx"
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config = vdir / f"{voice_id}.onnx.json"
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if model.exists() and config.exists():
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return {"model": model, "config": config}
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url = HF_VOICES.get(voice_id)
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if not url:
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# Try a heuristic: accept 'en-us' as a generic alias
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if voice_id.lower() in ("en-us", "en_us", "english"):
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voice_id = "en_US-libritts-high"
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url = HF_VOICES[voice_id]
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vdir = VOICES_DIR / voice_id
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model = vdir / f"{voice_id}.onnx"
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config = vdir / f"{voice_id}.onnx.json"
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else:
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raise RuntimeError(f"Unknown/unsupported voice '{voice_id}'. Known: {list(HF_VOICES)}")
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vdir.mkdir(parents=True, exist_ok=True)
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tar_path = vdir / f"{voice_id}.onnx.tar.gz"
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# Download
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r = _http().get(url, timeout=120, stream=True)
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r.raise_for_status()
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with open(tar_path, "wb") as f:
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for chunk in r.iter_content(1 << 16):
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if chunk:
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f.write(chunk)
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# Extract
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with tarfile.open(tar_path, "r:gz") as tf:
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tf.extractall(vdir)
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tar_path.unlink(missing_ok=True)
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if not model.exists() or not config.exists():
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raise RuntimeError(f"Voice files not found after extraction: {voice_id}")
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return {"model": model, "config": config}
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def build_piper_cmd(text: str, voice_id: str, to_stdout: bool, out_path: Optional[Path] = None,
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length_scale: float = 1.10, noise_scale: float = 0.35, noise_w: float = 0.90) -> list:
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vc = ensure_voice(voice_id)
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args = [
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PIPER_BIN,
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"-m", str(vc["model"]),
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"-c", str(vc["config"]),
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"-q", # quieter logs
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"--length_scale", str(length_scale),
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"--noise_scale", str(noise_scale),
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"--noise_w", str(noise_w),
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]
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if to_stdout:
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args += ["-f", "-"]
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else:
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if out_path is None:
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| 160 |
+
raise ValueError("out_path is required when to_stdout=False")
|
| 161 |
+
args += ["-f", str(out_path)]
|
| 162 |
+
return args
|
| 163 |
+
|
| 164 |
|
| 165 |
+
async def run_piper_to_file(text: str, voice_id: str, out_path: Path,
|
| 166 |
+
length_scale: float, noise_scale: float, noise_w: float) -> None:
|
| 167 |
+
cmd = build_piper_cmd(text, voice_id, to_stdout=False, out_path=out_path,
|
| 168 |
+
length_scale=length_scale, noise_scale=noise_scale, noise_w=noise_w)
|
| 169 |
+
proc = await asyncio.create_subprocess_exec(
|
| 170 |
+
*cmd, stdin=asyncio.subprocess.PIPE, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
|
| 171 |
+
)
|
| 172 |
+
# write the text
|
| 173 |
+
await proc.stdin.write(text.encode("utf-8"))
|
| 174 |
+
await proc.stdin.drain()
|
| 175 |
+
proc.stdin.close()
|
| 176 |
+
await proc.wait()
|
| 177 |
+
if proc.returncode != 0:
|
| 178 |
+
stderr = (await proc.stderr.read()).decode("utf-8", "ignore")
|
| 179 |
+
raise RuntimeError(f"Piper failed (code {proc.returncode}). Stderr:\n{stderr}")
|
| 180 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 181 |
|
| 182 |
+
async def run_piper_stream(text: str, voice_id: str, websocket: WebSocket,
|
| 183 |
+
length_scale: float, noise_scale: float, noise_w: float) -> None:
|
| 184 |
+
"""
|
| 185 |
+
Stream binary PCM16 via WS while Piper renders to stdout.
|
| 186 |
+
"""
|
| 187 |
+
cmd = build_piper_cmd(text, voice_id, to_stdout=True,
|
| 188 |
+
length_scale=length_scale, noise_scale=noise_scale, noise_w=noise_w)
|
| 189 |
+
|
| 190 |
+
# Tell client we're ready (so it can open its audio device early)
|
| 191 |
+
await websocket.send_text(json.dumps({"event": "ready", "sr": DEFAULT_SR, "channels": DEFAULT_CHANNELS}))
|
| 192 |
+
|
| 193 |
+
proc = await asyncio.create_subprocess_exec(
|
| 194 |
+
*cmd, stdin=asyncio.subprocess.PIPE, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE
|
| 195 |
+
)
|
| 196 |
+
await proc.stdin.write(text.encode("utf-8"))
|
| 197 |
+
await proc.stdin.drain()
|
| 198 |
+
proc.stdin.close()
|
| 199 |
+
|
| 200 |
+
try:
|
| 201 |
+
while True:
|
| 202 |
+
chunk = await proc.stdout.read(4096)
|
| 203 |
+
if not chunk:
|
| 204 |
+
break
|
| 205 |
+
# Piper emits WAV unless given raw flag; CLI doesn't expose raw PCM easily.
|
| 206 |
+
# However, Piper's default stdout with -f - is WAV. Many clients can accept WAV frames incrementally.
|
| 207 |
+
# Your client plays raw PCM; so we keep WAV to avoid truncation and let the client handle it,
|
| 208 |
+
# or we can strip the first 44 bytes (WAV header) once and then stream the rest as PCM16.
|
| 209 |
+
# We'll do header-strip-once below:
|
| 210 |
+
|
| 211 |
+
# Detect/strip WAV header (44 bytes) exactly once per stream:
|
| 212 |
+
if len(chunk) >= 44 and chunk[0:4] == b"RIFF" and chunk[8:12] == b"WAVE":
|
| 213 |
+
# Skip the 44-byte header (simple WAV)
|
| 214 |
+
chunk = chunk[44:]
|
| 215 |
+
if not chunk:
|
| 216 |
+
continue
|
| 217 |
+
|
| 218 |
+
await websocket.send_bytes(chunk)
|
| 219 |
+
|
| 220 |
+
await proc.wait()
|
| 221 |
+
if proc.returncode != 0:
|
| 222 |
+
stderr = (await proc.stderr.read()).decode("utf-8", "ignore")
|
| 223 |
+
await websocket.send_text(json.dumps({"event": "error", "detail": stderr}))
|
| 224 |
+
else:
|
| 225 |
+
await websocket.send_text(json.dumps({"event": "done"}))
|
| 226 |
+
except WebSocketDisconnect:
|
| 227 |
+
try:
|
| 228 |
+
proc.kill()
|
| 229 |
+
except Exception:
|
| 230 |
+
pass
|
| 231 |
+
|
| 232 |
+
|
| 233 |
+
# ---------------
|
| 234 |
+
# FastAPI wiring
|
| 235 |
+
# ---------------
|
| 236 |
+
|
| 237 |
+
app = FastAPI(title="ActualTTS (CPU)")
|
| 238 |
+
|
| 239 |
@app.get("/health")
|
| 240 |
+
def health():
|
| 241 |
+
def list_voices():
|
| 242 |
+
out = []
|
| 243 |
+
for child in VOICES_DIR.iterdir():
|
| 244 |
+
if not child.is_dir():
|
| 245 |
+
continue
|
| 246 |
+
name = child.name
|
| 247 |
+
if (child / f"{name}.onnx").exists() and (child / f"{name}.onnx.json").exists():
|
| 248 |
+
out.append(name)
|
| 249 |
+
return out
|
| 250 |
+
|
| 251 |
return {
|
| 252 |
"ok": True,
|
| 253 |
"engine": "piper-tts (CLI, CPU)",
|
| 254 |
"default_voice": DEFAULT_VOICE,
|
| 255 |
"voice_dir": str(VOICES_DIR),
|
| 256 |
+
"available_voices": list_voices(),
|
| 257 |
"files_dir": str(FILES_DIR),
|
| 258 |
}
|
| 259 |
|
| 260 |
+
|
| 261 |
+
@app.get("/")
|
| 262 |
+
def root():
|
| 263 |
+
return PlainTextResponse("ActualTTS (CPU) — use POST /speak or WS /ws/tts")
|
| 264 |
+
|
| 265 |
+
|
| 266 |
+
@app.get("/file/{name}")
|
| 267 |
+
def get_file(name: str):
|
| 268 |
+
path = FILES_DIR / name
|
| 269 |
+
if not path.exists():
|
| 270 |
+
return JSONResponse({"ok": False, "error": "not found"}, status_code=404)
|
| 271 |
+
return FileResponse(path)
|
| 272 |
+
|
| 273 |
|
| 274 |
@app.post("/speak")
|
| 275 |
+
async def speak(request: Request):
|
| 276 |
+
"""
|
| 277 |
+
JSON body:
|
| 278 |
+
{
|
| 279 |
+
"text": "Hello world",
|
| 280 |
+
"voice": "en_US-libritts-high",
|
| 281 |
+
"length_scale": 1.10,
|
| 282 |
+
"noise_scale": 0.35,
|
| 283 |
+
"noise_w": 0.90
|
| 284 |
+
}
|
| 285 |
+
Returns:
|
| 286 |
+
{"ok": true, "audio_url": "/file/tts-<ts>.wav"}
|
| 287 |
+
"""
|
| 288 |
+
try:
|
| 289 |
+
body = await request.json()
|
| 290 |
+
except Exception:
|
| 291 |
+
return JSONResponse({"detail": "Invalid JSON"}, status_code=400)
|
| 292 |
+
|
| 293 |
+
text = (body.get("text") or "").strip()
|
| 294 |
+
if not text:
|
| 295 |
+
return JSONResponse({"detail": "Missing text"}, status_code=400)
|
| 296 |
+
|
| 297 |
+
voice = (body.get("voice") or DEFAULT_VOICE).strip()
|
| 298 |
+
length_scale = float(body.get("length_scale", 1.10))
|
| 299 |
+
noise_scale = float(body.get("noise_scale", 0.35))
|
| 300 |
+
noise_w = float(body.get("noise_w", 0.90))
|
| 301 |
+
|
| 302 |
+
# prepare output
|
| 303 |
+
ts = int(time.time() * 1000)
|
| 304 |
+
out_path = FILES_DIR / f"tts-{ts}.wav"
|
| 305 |
+
|
| 306 |
+
try:
|
| 307 |
+
# ensure voice (download if needed)
|
| 308 |
+
ensure_voice(voice)
|
| 309 |
+
# run piper CLI to a wav file
|
| 310 |
+
await run_piper_to_file(text, voice, out_path, length_scale, noise_scale, noise_w)
|
| 311 |
+
except Exception as e:
|
| 312 |
+
return JSONResponse({"ok": False, "error": str(e)}, status_code=500)
|
| 313 |
+
|
| 314 |
+
return {"ok": True, "audio_url": f"/file/{out_path.name}"}
|
| 315 |
|
|
|
|
| 316 |
|
|
|
|
| 317 |
@app.websocket("/ws/tts")
|
| 318 |
+
async def ws_tts(ws: WebSocket):
|
| 319 |
+
await ws.accept()
|
| 320 |
voice = DEFAULT_VOICE
|
| 321 |
+
length_scale = 1.10
|
| 322 |
+
noise_scale = 0.35
|
| 323 |
+
noise_w = 0.90
|
| 324 |
+
text_to_speak: Optional[str] = None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 325 |
|
| 326 |
try:
|
| 327 |
while True:
|
| 328 |
+
msg = await ws.receive_text()
|
| 329 |
+
try:
|
| 330 |
+
data = json.loads(msg)
|
| 331 |
+
except Exception:
|
| 332 |
+
continue
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 333 |
|
| 334 |
+
ev = data.get("event")
|
| 335 |
+
if ev == "init":
|
| 336 |
+
voice = (data.get("voice") or voice).strip()
|
| 337 |
+
# allow optional tuning via WS
|
| 338 |
+
if "length_scale" in data: length_scale = float(data["length_scale"])
|
| 339 |
+
if "noise_scale" in data: noise_scale = float(data["noise_scale"])
|
| 340 |
+
if "noise_w" in data: noise_w = float(data["noise_w"])
|
| 341 |
+
# ensure voice now so we can send ready immediately
|
| 342 |
+
try:
|
| 343 |
+
ensure_voice(voice)
|
| 344 |
+
except Exception as e:
|
| 345 |
+
await ws.send_text(json.dumps({"event": "error", "detail": str(e)}))
|
| 346 |
+
await ws.close()
|
| 347 |
+
return
|
| 348 |
+
await ws.send_text(json.dumps({"event": "ready", "sr": DEFAULT_SR, "channels": DEFAULT_CHANNELS}))
|
| 349 |
+
|
| 350 |
+
elif ev == "speak":
|
| 351 |
+
text_to_speak = (data.get("text") or "").strip()
|
| 352 |
+
if not text_to_speak:
|
| 353 |
+
await ws.send_text(json.dumps({"event": "error", "detail": "empty text"}))
|
| 354 |
+
continue
|
| 355 |
+
# stream via stdout
|
| 356 |
+
await run_piper_stream(text_to_speak, voice, ws, length_scale, noise_scale, noise_w)
|
| 357 |
+
else:
|
| 358 |
+
# ignore unknown events
|
| 359 |
+
pass
|
| 360 |
+
|
| 361 |
+
except WebSocketDisconnect:
|
| 362 |
+
return
|
| 363 |
except Exception as e:
|
| 364 |
+
try:
|
| 365 |
+
await ws.send_text(json.dumps({"event": "error", "detail": str(e)}))
|
| 366 |
+
except Exception:
|
| 367 |
+
pass
|
| 368 |
+
try:
|
| 369 |
+
await ws.close()
|
| 370 |
+
except Exception:
|
| 371 |
+
pass
|
| 372 |
+
|
| 373 |
+
|
| 374 |
+
if __name__ == "__main__":
|
| 375 |
+
# For local debug; Spaces uses Entrypoint/Cmd
|
| 376 |
+
uvicorn.run("app:app", host="0.0.0.0", port=7860, reload=False)
|