Files
blind/audio_2/scripts/01_gen_tts_styled.py
T
xsl 12eb1eab44 VoxCPM2 v5 音色克隆:脚本、参考音频、游戏对白与状态文档
通过 Voice Design 试听选定各角色参考音色,Style Control 全量克隆并部署到 audio/mp3/tts;清理未引用音频与 audio_1 旧产物。
2026-05-24 00:34:50 +08:00

226 lines
6.8 KiB
Python

#!/usr/bin/env python3
"""
《林夏》TTS v2 — VoxCPM2 Style Control 批量生成
输出:audio_2/tts/v2_styled/
用法:
VOXCPM_PORT=8002 bash /home/xsl/tts-server/start-voxcpm.sh
VOXCPM_PORT=8002 python audio_2/scripts/01_gen_tts_styled.py
python audio_2/scripts/01_gen_tts_styled.py --dry-run
python audio_2/scripts/01_gen_tts_styled.py --role linxia --test
"""
import argparse
import base64
import glob
import os
import subprocess
import sys
import tempfile
import time
import requests
PROJECT_DIR = "/home/xsl/blind"
VOICE_DIR = f"{PROJECT_DIR}/voice"
OUT_DIR = f"{PROJECT_DIR}/audio_2/tts/v2_styled"
HOST = os.environ.get("VOXCPM_HOST", "127.0.0.1")
PORT = os.environ.get("VOXCPM_PORT", "8002")
BASE_URL = f"http://{HOST}:{PORT}"
sys.path.insert(0, f"{PROJECT_DIR}/audio")
sys.path.insert(0, f"{PROJECT_DIR}/audio_2")
from batch_tts_voxcpm import ROLES, LINES # noqa: E402
from voice_style_prompts import get_style # noqa: E402
os.makedirs(OUT_DIR, exist_ok=True)
def find_ref_audio(role_key):
role_dir = os.path.join(VOICE_DIR, ROLES[role_key]["dir"])
for ext in ("*.wav", "*.mp3", "*.flac"):
files = sorted(glob.glob(os.path.join(role_dir, ext)))
if files:
return files[0]
return None
def convert_to_wav(src, dst):
subprocess.run(
["ffmpeg", "-y", "-i", src, "-ar", "16000", "-ac", "1", "-acodec", "pcm_s16le", dst],
check=True,
capture_output=True,
)
def wav_to_base64(path):
with open(path, "rb") as f:
return base64.b64encode(f.read()).decode()
def apply_speed(src, speed, dst):
if abs(speed - 1.0) < 0.01:
import shutil
shutil.copy2(src, dst)
return
subprocess.run(
["ffmpeg", "-y", "-i", src, "-filter:a", f"atempo={speed}", "-acodec", "pcm_s16le", dst],
check=True,
capture_output=True,
)
def wav_to_mp3(src, dst):
subprocess.run(
[
"ffmpeg", "-y", "-i", src,
"-codec:a", "libmp3lame", "-b:a", "128k", "-ar", "24000", "-ac", "1",
dst,
],
check=True,
capture_output=True,
)
def check_server():
try:
r = requests.get(f"{BASE_URL}/health", timeout=5)
if r.status_code != 200:
return False
data = r.json()
return data.get("status") == "ok"
except Exception:
return False
def register_voice(wav_path):
r = requests.post(
f"{BASE_URL}/v1/voices",
json={"wav_base64": wav_to_base64(wav_path)},
timeout=60,
)
r.raise_for_status()
return r.json()["voice_id"]
def synthesize_styled(voice_id, text, style, cfg=2.0, steps=10):
r = requests.post(
f"{BASE_URL}/v1/speech/styled",
json={
"text": text,
"style": style,
"voice_id": voice_id,
"cfg_value": cfg,
"inference_timesteps": steps,
},
timeout=180,
)
r.raise_for_status()
return r.content
def main():
parser = argparse.ArgumentParser(description="《林夏》Style Control 批量 TTS → audio_2")
parser.add_argument("--role", help="只合成指定角色")
parser.add_argument("--test", action="store_true", help="只合成第一条")
parser.add_argument("--dry-run", action="store_true", help="只打印 style 分配")
parser.add_argument("--force", action="store_true", help="覆盖已存在文件")
parser.add_argument("--cfg", type=float, default=2.0)
parser.add_argument("--steps", type=int, default=10)
args = parser.parse_args()
lines = LINES
if args.role:
lines = [(f, r, t) for f, r, t in lines if r == args.role or r.startswith(args.role)]
if args.test:
lines = lines[:1]
print(f"\n{'=' * 60}")
print(" 《林夏》TTS v2 — Style Control")
print(f" 服务: {BASE_URL}")
print(f" 输出: {OUT_DIR}")
print(f" 共 {len(lines)} 条")
print(f"{'=' * 60}\n")
if args.dry_run:
for fname, role, text in lines:
style = get_style(fname, role, text)
out = os.path.join(OUT_DIR, f"{fname}_wav_v2.mp3")
mark = "✓" if os.path.exists(out) else "·"
print(f" [{mark}] {fname} [{role}]")
print(f" style: {style}")
print(f" text: {text[:50]}{'...' if len(text) > 50 else ''}\n")
return
if not check_server():
print(f"[错误] VoxCPM2 服务未就绪: {BASE_URL}/health")
print("请先启动:")
print(f" VOXCPM_PORT={PORT} bash /home/xsl/tts-server/start-voxcpm.sh")
sys.exit(1)
voice_ids = {}
tmp = tempfile.mkdtemp(prefix="voxcpm2_")
for role_key in sorted(set(r for _, r, _ in lines)):
ref = find_ref_audio(role_key)
if not ref:
print(f" [跳过] {role_key}: 未找到参考音频")
continue
wav = ref if ref.endswith(".wav") else os.path.join(tmp, f"{role_key}.wav")
if not ref.endswith(".wav"):
convert_to_wav(ref, wav)
print(f" 注册音色: {role_key} ... ", end="", flush=True)
voice_ids[role_key] = register_voice(wav)
print(f"ok ({voice_ids[role_key][:10]}...)")
ok = skip = fail = 0
manifest_path = os.path.join(OUT_DIR, "style_manifest.tsv")
manifest_lines = ["filename\trole\tstyle\ttext\n"]
for i, (fname, role, text) in enumerate(lines, 1):
out_mp3 = os.path.join(OUT_DIR, f"{fname}_wav_v2.mp3")
style = get_style(fname, role, text)
manifest_lines.append(
f"{fname}\t{role}\t{style.replace(chr(9), ' ')}\t{text.replace(chr(9), ' ')}\n"
)
if os.path.exists(out_mp3) and not args.force:
print(f" [{i:3d}/{len(lines)}] SKIP {fname}")
skip += 1
continue
if role not in voice_ids:
print(f" [{i:3d}/{len(lines)}] MISS {fname} (无音色)")
fail += 1
continue
print(f" [{i:3d}/{len(lines)}] {fname} ... ", end="", flush=True)
t0 = time.time()
try:
wav_bytes = synthesize_styled(
voice_ids[role], text, style, cfg=args.cfg, steps=args.steps
)
raw_wav = os.path.join(tmp, f"{fname}_raw.wav")
spd_wav = os.path.join(tmp, f"{fname}_spd.wav")
with open(raw_wav, "wb") as f:
f.write(wav_bytes)
apply_speed(raw_wav, ROLES[role]["speed"], spd_wav)
wav_to_mp3(spd_wav, out_mp3)
kb = os.path.getsize(out_mp3) // 1024
print(f"ok ({time.time() - t0:.1f}s, {kb}KB)")
ok += 1
except Exception as e:
print(f"FAIL: {e}")
fail += 1
with open(manifest_path, "w", encoding="utf-8") as f:
f.writelines(manifest_lines)
print(f"\n完成: {ok} ok, {skip} skip, {fail} fail")
print(f"输出: {OUT_DIR}")
print(f"清单: {manifest_path}")
if __name__ == "__main__":
main()