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Set up IndexTTS 2.5 Gradio demo (ZeroGPU)
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import os
import sys
import warnings
warnings.filterwarnings("ignore", category=UserWarning)
warnings.filterwarnings("ignore", category=FutureWarning)
_REQUIRED_MODEL_FILES = (
"bpe.model",
"gpt.pth",
"s2mel.pth",
"wav2vec2bert_stats.pt",
)
_MODEL_REPO = "IndexTeam/IndexTTS"
def _cmd_download(args):
"""Download IndexTTS v1 model files."""
model_dir = args.model_dir
missing = [f for f in _REQUIRED_MODEL_FILES if not os.path.exists(os.path.join(model_dir, f))]
if missing:
print(f">> Downloading IndexTTS model to {model_dir}...")
from indextts.utils.model_download import snapshot_download
snapshot_download(_MODEL_REPO, local_dir=model_dir)
still_missing = [f for f in _REQUIRED_MODEL_FILES if not os.path.exists(os.path.join(model_dir, f))]
if still_missing:
print(f"ERROR: Still missing after download: {', '.join(still_missing)}")
sys.exit(1)
else:
print(f">> Main model files already present in {model_dir}.")
from indextts.utils.model_download import ensure_config_available
ensure_config_available(model_dir)
print(f">> IndexTTS models downloaded successfully.")
def _cmd_infer(args):
"""Run TTS inference."""
if len(args.text.strip()) == 0:
print("ERROR: Text is empty.")
sys.exit(1)
if not os.path.exists(args.voice):
print(f"Audio prompt file {args.voice} does not exist.")
sys.exit(1)
requested_config = args.config
if not os.path.exists(requested_config):
from indextts.utils.model_download import ensure_config_available
config_dir = os.path.dirname(requested_config) or "."
try:
ensure_config_available(config_dir)
except Exception as e:
print(f"Failed to download config.yaml: {e}")
downloaded_config = os.path.join(config_dir, "config.yaml")
if os.path.exists(requested_config):
args.config = requested_config
elif os.path.exists(downloaded_config):
print(f"Config file {requested_config} does not exist. Using {downloaded_config} instead.")
args.config = downloaded_config
else:
print(f"Config file {requested_config} does not exist.")
sys.exit(1)
output_path = args.output_path
if os.path.exists(output_path):
if not args.force:
print(f"ERROR: Output file {output_path} already exists. Use --force to overwrite.")
sys.exit(1)
else:
os.remove(output_path)
try:
import torch
except ImportError:
print("ERROR: PyTorch is not installed. Please install it first.")
sys.exit(1)
if args.device is None:
if torch.cuda.is_available():
args.device = "cuda:0"
elif hasattr(torch, "xpu") and torch.xpu.is_available():
args.device = "xpu"
elif hasattr(torch, "mps") and torch.mps.is_available():
args.device = "mps"
else:
args.device = "cpu"
args.fp16 = False
print("WARNING: Running on CPU may be slow.")
from indextts.infer import IndexTTS
tts = IndexTTS(cfg_path=args.config, model_dir=args.model_dir, use_fp16=args.fp16, device=args.device)
tts.infer(audio_prompt=args.voice, text=args.text.strip(), output_path=output_path)
def main():
import argparse
parser = argparse.ArgumentParser(description="IndexTTS Command Line")
subparsers = parser.add_subparsers(dest="command")
# -- download subcommand --
dl_parser = subparsers.add_parser("download", help="Download model files")
dl_parser.add_argument("--model-dir", type=str, default="checkpoints", help="Model directory")
# -- infer subcommand --
infer_parser = subparsers.add_parser("infer", help="Run TTS inference")
infer_parser.add_argument("text", type=str, help="Text to be synthesized")
infer_parser.add_argument("-v", "--voice", type=str, required=True, help="Path to the audio prompt file")
infer_parser.add_argument("-o", "--output_path", type=str, default="gen.wav", help="Path to the output wav file")
infer_parser.add_argument("-c", "--config", type=str, default="checkpoints/config.yaml", help="Path to the config file")
infer_parser.add_argument("--model-dir", type=str, default="checkpoints", help="Path to the model directory")
infer_parser.add_argument("--fp16", action="store_true", default=False, help="Use FP16 for inference")
infer_parser.add_argument("-f", "--force", action="store_true", default=False, help="Overwrite output file if exists")
infer_parser.add_argument("-d", "--device", type=str, default=None, help="Device (cpu, cuda, mps, xpu)")
args = parser.parse_args()
if args.command == "download":
_cmd_download(args)
elif args.command == "infer":
_cmd_infer(args)
else:
parser.print_help()
sys.exit(1)
if __name__ == "__main__":
main()