Update app.py
Browse files
app.py
CHANGED
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@@ -9,10 +9,10 @@ import re
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from tqdm import tqdm
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import time
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# --- Coqui TTS
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os.environ["COQUI_TOS_AGREED"] = "1"
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# ---
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try:
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import torch.serialization
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from TTS.tts.configs.xtts_config import XttsConfig
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@@ -22,152 +22,166 @@ try:
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torch.serialization.add_safe_globals([
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XttsConfig, XttsAudioConfig, BaseDatasetConfig, XttsArgs
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])
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print("
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except Exception as e:
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print(f"
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print("
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print(f"
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tts = None
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model_load_error = None
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SUPPORTED_LANGUAGES = [
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"en", "zh-cn", "es", "fr", "de", "it", "pt", "pl", "ru", "ja", "ko", "ar", "hi", "tr",
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"nl", "sv", "da", "fi", "no", "cs", "hu", "el", "uk", "vi", "th", "id", "ms", "ro",
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"sk", "hr", "bg", "ca", "fa", "he", "ur", "bn", "gu", "kn", "ml", "mr", "pa", "ta", "te",
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]
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DEFAULT_SPEAKER_WAV = "speaker.wav"
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SAVE_GENERATED_AUDIO_DIR = "generated_audio"
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SAVE_UPLOADED_REFERENCES_DIR = "uploaded_references"
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os.makedirs(SAVE_GENERATED_AUDIO_DIR, exist_ok=True)
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os.makedirs(SAVE_UPLOADED_REFERENCES_DIR, exist_ok=True)
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def sanitize_filename(text: str, max_len: int = 50) -> str:
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safe_text = re.sub(r'[^\w\s-]', '', text).strip()
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safe_text = re.sub(r'\s+', '_', safe_text)
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if len(safe_text) > max_len:
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safe_text = safe_text[:max_len]
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return safe_text
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# ---
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try:
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tts = TTS(model_name="tts_models/multilingual/multi-dataset/xtts_v2", progress_bar=True).to(device)
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print("Coqui TTS XTTS-v2
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except Exception as e:
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model_load_error = f"
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def generate_speech(text, language, uploaded_speaker_audio_path):
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if model_load_error:
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return None, f"
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return None, "請選擇一個語言!"
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time.sleep(0.1)
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elif step == "處理語音參考檔案":
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global speaker_wav_to_use
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speaker_wav_to_use = None
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global status_message
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status_message = ""
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if uploaded_speaker_audio_path:
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speaker_wav_to_use = uploaded_speaker_audio_path
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try:
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timestamp_ref = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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original_ext = os.path.splitext(uploaded_speaker_audio_path)[1]
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saved_ref_file_name = f"{timestamp_ref}_uploaded_ref{original_ext}"
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saved_ref_file_path = os.path.join(SAVE_UPLOADED_REFERENCES_DIR, saved_ref_file_name)
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shutil.copy(uploaded_speaker_audio_path, saved_ref_file_path)
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status_message += f"參考語音已儲存到:{saved_ref_file_path}\n"
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except Exception as e:
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status_message += f"警告:儲存參考語音失敗: {e}\n"
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else:
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speaker_wav_to_use = DEFAULT_SPEAKER_WAV
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if not os.path.exists(speaker_wav_to_use):
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return None, f"錯誤:預設語音參考檔案 ({DEFAULT_SPEAKER_WAV}) 未找���。請上傳一個檔案或確保預設檔案存在。"
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time.sleep(0.1)
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elif step == "生成語音":
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global output_file
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output_file = None
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try:
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except Exception as e:
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try:
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shutil.copy(output_file, saved_file_path)
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status_message += f"語音生成成功!已儲存為:{saved_file_path}"
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except Exception as e:
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return None, f"儲存語音檔案失敗: {e}"
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elif step == "完成":
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pass
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time.sleep(0.1)
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return output_file, status_message
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def list_saved_audio_files():
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audio_files = []
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if os.path.exists(SAVE_GENERATED_AUDIO_DIR):
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for filename in os.listdir(SAVE_GENERATED_AUDIO_DIR):
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if filename.lower().endswith(".wav"):
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audio_files.append(os.path.join(SAVE_GENERATED_AUDIO_DIR, filename))
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audio_files.sort(key=os.path.getmtime, reverse=True)
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return audio_files
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def list_uploaded_reference_files():
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ref_files = []
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if os.path.exists(SAVE_UPLOADED_REFERENCES_DIR):
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for filename in os.listdir(SAVE_UPLOADED_REFERENCES_DIR):
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if filename.lower().endswith(".wav"):
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ref_files.append(os.path.join(SAVE_UPLOADED_REFERENCES_DIR, filename))
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ref_files.sort(key=os.path.getmtime, reverse=True)
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return ref_files
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gr.Markdown("
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gr.Markdown("
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with gr.Row():
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with gr.Column():
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text_input = gr.Textbox(lines=5, label="
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language_dropdown = gr.Dropdown(choices=SUPPORTED_LANGUAGES, label="
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speaker_audio_upload = gr.Audio(
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type="filepath",
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label="
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sources=["microphone", "upload"],
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)
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generate_button = gr.Button("
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with gr.Column():
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output_audio = gr.Audio(label="
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status_textbox = gr.Textbox(label="
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generate_button.click(
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fn=generate_speech,
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@@ -175,26 +189,27 @@ with gr.Blocks(title="Coqui TTS XTTS-v2 語音生成") as demo:
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outputs=[output_audio, status_textbox]
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)
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with gr.Tab("
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gr.Markdown("###
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saved_generated_files_output = gr.File(
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label="
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file_count="multiple",
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interactive=False
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)
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refresh_generated_button = gr.Button("
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demo.load(list_saved_audio_files, outputs=[saved_generated_files_output])
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refresh_generated_button.click(list_saved_audio_files, outputs=[saved_generated_files_output])
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with gr.Tab("
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gr.Markdown("###
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saved_uploaded_ref_files_output = gr.File(
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label="
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file_count="multiple",
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interactive=False
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)
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refresh_uploaded_ref_button = gr.Button("
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demo.load(list_uploaded_reference_files, outputs=[saved_uploaded_ref_files_output])
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refresh_uploaded_ref_button.click(list_uploaded_reference_files, outputs=[saved_uploaded_ref_files_output])
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from tqdm import tqdm
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import time
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# --- Coqui TTS 授权同意 ---
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os.environ["COQUI_TOS_AGREED"] = "1"
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# --- 解决 PyTorch 2.6+ WeightsUnpickler 错误 ---
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try:
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import torch.serialization
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from TTS.tts.configs.xtts_config import XttsConfig
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torch.serialization.add_safe_globals([
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XttsConfig, XttsAudioConfig, BaseDatasetConfig, XttsArgs
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])
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print("已将 XTTS 相关配置类加入 PyTorch 安全全局变量白名单。")
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except Exception as e:
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print(f"警告:无法将安全全局变量加入 PyTorch 白名单: {e}")
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print("如果遇到模型载入错误,请检查 PyTorch 和 TTS 库版本。")
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# 设备配置
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device = "cuda" if torch.cuda.is_available() else "cpu"
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print(f"使用设备: {device}")
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# 目录配置
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SAVE_GENERATED_AUDIO_DIR = "generated_audio"
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SAVE_UPLOADED_REFERENCES_DIR = "uploaded_references"
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os.makedirs(SAVE_GENERATED_AUDIO_DIR, exist_ok=True)
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os.makedirs(SAVE_UPLOADED_REFERENCES_DIR, exist_ok=True)
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# 全局变量
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tts = None
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model_load_error = None
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SUPPORTED_LANGUAGES = [
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"en", "zh-cn", "es", "fr", "de", "it", "pt", "pl", "ru", "ja", "ko", "ar", "hi", "tr",
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"nl", "sv", "da", "fi", "no", "cs", "hu", "el", "uk", "vi", "th", "id", "ms", "ro",
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"sk", "hr", "bg", "ca", "fa", "he", "ur", "bn", "gu", "kn", "ml", "mr", "pa", "ta", "te",
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]
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DEFAULT_SPEAKER_WAV = "speaker.wav"
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def sanitize_filename(text: str, max_len: int = 50) -> str:
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"""清理文本以用作安全的文件名"""
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safe_text = re.sub(r'[^\w\s-]', '', text).strip()
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safe_text = re.sub(r'\s+', '_', safe_text)
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if len(safe_text) > max_len:
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safe_text = safe_text[:max_len]
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return safe_text
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# --- 载入模型 ---
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try:
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print("正在载入 Coqui TTS XTTS-v2 模型...")
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tts = TTS(model_name="tts_models/multilingual/multi-dataset/xtts_v2", progress_bar=True).to(device)
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print("Coqui TTS XTTS-v2 模型已成功载入。")
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except Exception as e:
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model_load_error = f"载入 Coqui TTS XTTS-v2 模型时发生错误: {e}"
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print(model_load_error)
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def generate_speech(text, language, uploaded_speaker_audio_path, progress=gr.Progress()):
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"""生成语音并保存文件"""
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if model_load_error:
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return None, f"应用程序启动错误:{model_load_error}"
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# 检查输入
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if not text:
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return None, "请输入一些文字!"
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if not language:
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return None, "请选择一个语言!"
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if tts is None:
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return None, "TTS 模型未成功载入,无法生成语音。"
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status_message = ""
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output_file = None
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try:
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# 处理语音参考文件
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progress(0.2, desc="处理语音参考文件")
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if uploaded_speaker_audio_path:
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speaker_wav_to_use = uploaded_speaker_audio_path
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try:
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timestamp_ref = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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original_ext = os.path.splitext(uploaded_speaker_audio_path)[1]
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saved_ref_file_name = f"{timestamp_ref}_uploaded_ref{original_ext}"
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saved_ref_file_path = os.path.join(SAVE_UPLOADED_REFERENCES_DIR, saved_ref_file_name)
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shutil.copy(uploaded_speaker_audio_path, saved_ref_file_path)
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status_message += f"参考语音已保存到:{saved_ref_file_path}\n"
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except Exception as e:
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status_message += f"警告:保存参考语音失败: {e}\n"
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else:
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speaker_wav_to_use = DEFAULT_SPEAKER_WAV
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if not os.path.exists(speaker_wav_to_use):
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return None, f"错误:默认语音参考文件 ({DEFAULT_SPEAKER_WAV}) 未找到。请上传一个文件或确保默认文件存在。"
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# 生成语音
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progress(0.5, desc="生成语音中...")
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with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp:
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output_file = fp.name
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try:
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tts.tts_to_file(text=text, language=language, speaker_wav=speaker_wav_to_use, file_path=output_file)
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except Exception as e:
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if output_file and os.path.exists(output_file):
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os.remove(output_file)
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return None, f"生成语音失败: {e}"
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# 保存语音文件
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progress(0.8, desc="保存语音文件")
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try:
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timestamp_gen = datetime.datetime.now().strftime("%Y%m%d_%H%M%S")
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sanitized_text = sanitize_filename(text)
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saved_file_name = f"{timestamp_gen}_{language}_{sanitized_text}.wav"
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saved_file_path = os.path.join(SAVE_GENERATED_AUDIO_DIR, saved_file_name)
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shutil.copy(output_file, saved_file_path)
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status_message += f"语音生成成功!已保存为:{saved_file_path}"
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except Exception as e:
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return None, f"保存语音文件失败: {e}"
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progress(1.0, desc="完成")
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return output_file, status_message
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except Exception as e:
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# 清理临时文件
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if output_file and os.path.exists(output_file):
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try:
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os.remove(output_file)
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except:
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pass
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return None, f"处理过程中发生错误: {str(e)}"
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def list_saved_audio_files():
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"""列出已保存的音频文件"""
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audio_files = []
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if os.path.exists(SAVE_GENERATED_AUDIO_DIR):
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for filename in os.listdir(SAVE_GENERATED_AUDIO_DIR):
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| 147 |
+
if filename.lower().endswith((".wav", ".mp3")):
|
| 148 |
audio_files.append(os.path.join(SAVE_GENERATED_AUDIO_DIR, filename))
|
| 149 |
audio_files.sort(key=os.path.getmtime, reverse=True)
|
| 150 |
return audio_files
|
| 151 |
|
| 152 |
def list_uploaded_reference_files():
|
| 153 |
+
"""列出已上传的参考语音文件"""
|
| 154 |
ref_files = []
|
| 155 |
if os.path.exists(SAVE_UPLOADED_REFERENCES_DIR):
|
| 156 |
for filename in os.listdir(SAVE_UPLOADED_REFERENCES_DIR):
|
| 157 |
+
if filename.lower().endswith((".wav", ".mp3")):
|
| 158 |
ref_files.append(os.path.join(SAVE_UPLOADED_REFERENCES_DIR, filename))
|
| 159 |
ref_files.sort(key=os.path.getmtime, reverse=True)
|
| 160 |
return ref_files
|
| 161 |
|
| 162 |
+
# 创建Gradio界面
|
| 163 |
+
with gr.Blocks(title="Coqui TTS XTTS-v2 语音生成") as demo:
|
| 164 |
+
gr.Markdown("# Coqui TTS XTTS-v2 语音生成")
|
| 165 |
+
gr.Markdown(f"此演示使用 {'GPU' if device == 'cuda' else 'CPU'} 运行。您可以上传自己的语音,或使用默认语音。")
|
| 166 |
+
gr.Markdown("**生成的语音和上传的参考语音都将自动保存到服务器中。**")
|
| 167 |
+
|
| 168 |
+
if device == "cpu":
|
| 169 |
+
gr.Markdown("⚠️ **注意:** 当前使用CPU运行,XTTS-v2在CPU上运行会较慢。")
|
| 170 |
+
|
| 171 |
+
with gr.Tab("语音生成"):
|
| 172 |
with gr.Row():
|
| 173 |
with gr.Column():
|
| 174 |
+
text_input = gr.Textbox(lines=5, label="输入文字", placeholder="请在这里输入你想要转换成语音的文字...")
|
| 175 |
+
language_dropdown = gr.Dropdown(choices=SUPPORTED_LANGUAGES, label="选择语言", value="en")
|
| 176 |
speaker_audio_upload = gr.Audio(
|
| 177 |
type="filepath",
|
| 178 |
+
label="上传语音参考文件 (WAV/MP3) (可选)",
|
| 179 |
sources=["microphone", "upload"],
|
| 180 |
)
|
| 181 |
+
generate_button = gr.Button("生成语音")
|
| 182 |
with gr.Column():
|
| 183 |
+
output_audio = gr.Audio(label="生成的语音", type="filepath")
|
| 184 |
+
status_textbox = gr.Textbox(label="状态")
|
| 185 |
|
| 186 |
generate_button.click(
|
| 187 |
fn=generate_speech,
|
|
|
|
| 189 |
outputs=[output_audio, status_textbox]
|
| 190 |
)
|
| 191 |
|
| 192 |
+
with gr.Tab("查看已保存语音"):
|
| 193 |
+
gr.Markdown("### 已保存的生成语音文件")
|
| 194 |
saved_generated_files_output = gr.File(
|
| 195 |
+
label="生成的语音文件",
|
| 196 |
file_count="multiple",
|
| 197 |
interactive=False
|
| 198 |
)
|
| 199 |
+
refresh_generated_button = gr.Button("刷新生成语音列表")
|
| 200 |
demo.load(list_saved_audio_files, outputs=[saved_generated_files_output])
|
| 201 |
refresh_generated_button.click(list_saved_audio_files, outputs=[saved_generated_files_output])
|
| 202 |
|
| 203 |
+
with gr.Tab("查看已上传参考语音"):
|
| 204 |
+
gr.Markdown("### 已保存的上传参考语音文件")
|
| 205 |
saved_uploaded_ref_files_output = gr.File(
|
| 206 |
+
label="上传的参考语音文件",
|
| 207 |
file_count="multiple",
|
| 208 |
interactive=False
|
| 209 |
)
|
| 210 |
+
refresh_uploaded_ref_button = gr.Button("刷新参考语音列表")
|
| 211 |
demo.load(list_uploaded_reference_files, outputs=[saved_uploaded_ref_files_output])
|
| 212 |
refresh_uploaded_ref_button.click(list_uploaded_reference_files, outputs=[saved_uploaded_ref_files_output])
|
| 213 |
|
| 214 |
+
if __name__ == "__main__":
|
| 215 |
+
demo.launch()
|