download_checkpoint.py

from dataclasses import dataclass, field
from transformers import HfArgumentParser
from typing import Optional
from TTS.utils.manage import ModelManager
import os

@dataclass
class DownloadArgs:
    output_path: str = field(
        default="checkpoints",
        metadata={"help": "Path to pretrained + checkpoint model"}
    )

def download(output_path: str = "checkpoints"):
    CHECKPOINTS_OUT_PATH = os.path.join(output_path, "XTTS_v2.0_original_model_files/")
    os.makedirs(CHECKPOINTS_OUT_PATH, exist_ok=True)

    # DVAE files
    DVAE_CHECKPOINT_LINK = "https://coqui.gateway.scarf.sh/hf-coqui/XTTS-v2/main/dvae.pth"
    MEL_NORM_LINK = "https://coqui.gateway.scarf.sh/hf-coqui/XTTS-v2/main/mel_stats.pth"

    # Set the path to the downloaded files
    DVAE_CHECKPOINT = os.path.join(CHECKPOINTS_OUT_PATH, os.path.basename(DVAE_CHECKPOINT_LINK))
    MEL_NORM_FILE = os.path.join(CHECKPOINTS_OUT_PATH, os.path.basename(MEL_NORM_LINK))

    # download DVAE files if needed
    if not os.path.isfile(DVAE_CHECKPOINT) or not os.path.isfile(MEL_NORM_FILE):
        print(" > Downloading DVAE files!")
        ModelManager._download_model_files([MEL_NORM_LINK, DVAE_CHECKPOINT_LINK], CHECKPOINTS_OUT_PATH, progress_bar=True)

    # Download XTTS v2.0 checkpoint if needed
    TOKENIZER_FILE_LINK = "https://coqui.gateway.scarf.sh/hf-coqui/XTTS-v2/main/vocab.json"
    XTTS_CHECKPOINT_LINK = "https://coqui.gateway.scarf.sh/hf-coqui/XTTS-v2/main/model.pth"
    XTTS_CONFIG_LINK = "https://coqui.gateway.scarf.sh/hf-coqui/XTTS-v2/main/config.json"

    # XTTS transfer learning parameters
    TOKENIZER_FILE = os.path.join(CHECKPOINTS_OUT_PATH, os.path.basename(TOKENIZER_FILE_LINK))
    XTTS_CHECKPOINT = os.path.join(CHECKPOINTS_OUT_PATH, os.path.basename(XTTS_CHECKPOINT_LINK))
    XTTS_CONFIG_FILE = os.path.join(CHECKPOINTS_OUT_PATH, os.path.basename(XTTS_CONFIG_LINK))

    # download XTTS v2.0 files if needed
    if not os.path.isfile(TOKENIZER_FILE) or not os.path.isfile(XTTS_CHECKPOINT):
        print(" > Downloading XTTS v2.0 files!")
        ModelManager._download_model_files(
            [TOKENIZER_FILE_LINK, XTTS_CONFIG_LINK, XTTS_CHECKPOINT_LINK], CHECKPOINTS_OUT_PATH, progress_bar=True
            # [TOKENIZER_FILE_LINK, XTTS_CONFIG_LINK], CHECKPOINTS_OUT_PATH, progress_bar=True
        )

if __name__ == "__main__":
    parser = HfArgumentParser(DownloadArgs)
    args = parser.parse_args()
    download(output_path=args.output_path)