coqui-tts/TTS/tts/configs/bark_config.py

71 lines
2.6 KiB
Python

import os
from dataclasses import dataclass, field
from typing import Dict
from TTS.tts.configs.shared_configs import BaseTTSConfig
from TTS.tts.layers.bark.model import GPTConfig
from TTS.tts.layers.bark.model_fine import FineGPTConfig
from TTS.tts.models.bark import BarkAudioConfig
from TTS.utils.generic_utils import get_user_data_dir
@dataclass
class BarkConfig(BaseTTSConfig):
model: str = "bark"
audio: BarkAudioConfig = BarkAudioConfig()
num_chars: int = 0
semantic_config: GPTConfig = GPTConfig()
fine_config: FineGPTConfig = FineGPTConfig()
coarse_config: GPTConfig = GPTConfig()
CONTEXT_WINDOW_SIZE: int = 1024
SEMANTIC_RATE_HZ: float = 49.9
SEMANTIC_VOCAB_SIZE: int = 10_000
CODEBOOK_SIZE: int = 1024
N_COARSE_CODEBOOKS: int = 2
N_FINE_CODEBOOKS: int = 8
COARSE_RATE_HZ: int = 75
SAMPLE_RATE: int = 24_000
USE_SMALLER_MODELS: bool = False
TEXT_ENCODING_OFFSET: int = 10_048
SEMANTIC_PAD_TOKEN: int = 10_000
TEXT_PAD_TOKEN: int = 129_595
SEMANTIC_INFER_TOKEN: int = 129_599
COARSE_SEMANTIC_PAD_TOKEN: int = 12_048
COARSE_INFER_TOKEN: int = 12_050
REMOTE_BASE_URL = "https://huggingface.co/erogol/bark/tree/main/"
REMOTE_MODEL_PATHS: Dict = None
LOCAL_MODEL_PATHS: Dict = None
SMALL_REMOTE_MODEL_PATHS: Dict = None
CACHE_DIR: str = str(get_user_data_dir("tts/suno/bark_v0"))
def __post_init__(self):
self.REMOTE_MODEL_PATHS = {
"text": {
"path": os.path.join(self.REMOTE_BASE_URL, "text_2.pt"),
"checksum": "54afa89d65e318d4f5f80e8e8799026a",
},
"coarse": {
"path": os.path.join(self.REMOTE_BASE_URL, "coarse_2.pt"),
"checksum": "8a98094e5e3a255a5c9c0ab7efe8fd28",
},
"fine": {
"path": os.path.join(self.REMOTE_BASE_URL, "fine_2.pt"),
"checksum": "59d184ed44e3650774a2f0503a48a97b",
},
}
self.LOCAL_MODEL_PATHS = {
"text": os.path.join(self.CACHE_DIR, "text_2.pt"),
"coarse": os.path.join(self.CACHE_DIR, "coarse_2.pt"),
"fine": os.path.join(self.CACHE_DIR, "fine_2.pt"),
"hubert_tokenizer": os.path.join(self.CACHE_DIR, "tokenizer.pth"),
"hubert": os.path.join(self.CACHE_DIR, "hubert.pt"),
}
self.SMALL_REMOTE_MODEL_PATHS = {
"text": {"path": os.path.join(self.REMOTE_BASE_URL, "text.pt")},
"coarse": {"path": os.path.join(self.REMOTE_BASE_URL, "coarse.pt")},
"fine": {"path": os.path.join(self.REMOTE_BASE_URL, "fine.pt")},
}
self.sample_rate = self.SAMPLE_RATE