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Update app.py
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app.py
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@@ -3,47 +3,59 @@
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@author:XuMing([email protected])
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@description: Re-train by TWMAN
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"""
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import hashlib
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import os
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import ssl
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import gradio as gr
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import torch
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from loguru import logger
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import
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ssl._create_default_https_context = ssl._create_unverified_context
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import nltk
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try:
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subprocess.check_call([
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except subprocess.CalledProcessError:
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print("
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upgrade_LangSegment()
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#
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nltk_data_path = os.path.expanduser('~/nltk_data')
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if not os.path.exists(os.path.join(nltk_data_path, 'corpora/cmudict.zip')):
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nltk.download('cmudict', download_dir=nltk_data_path)
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if not os.path.exists(os.path.join(nltk_data_path, 'taggers/averaged_perceptron_tagger.zip')):
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nltk.download('averaged_perceptron_tagger', download_dir=nltk_data_path)
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from parrots import TextToSpeech
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#
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device = "cuda" if torch.cuda.is_available() else "cpu"
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logger.info(f"device: {device}")
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half = True if device == "cuda" else False
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#
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m = TextToSpeech(
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#
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def get_text_hash(text: str):
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return hashlib.md5(text.encode('utf-8')).hexdigest()
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@@ -54,7 +66,7 @@ def do_tts_wav_predict(text: str, output_path: str = None):
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m.predict(text, text_language="auto", output_path=output_path)
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return output_path
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#
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with gr.Blocks(title="TTS WebUI") as app:
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gr.Markdown("""
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# 線上語音合成 (TWMAN)
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@@ -81,22 +93,25 @@ with gr.Blocks(title="TTS WebUI") as app:
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- [用PPOCRLabel來幫PaddleOCR做OCR的微調和標註](https://blog.twman.org/2023/07/wsl.html)
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- [基於機器閱讀理解和指令微調的統一信息抽取框架之診斷書醫囑資訊擷取分析](https://blog.twman.org/2023/07/HugIE.html)
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""")
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# 設定語音合成輸入與按鈕
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with gr.Group():
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gr.Markdown("
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with gr.Row():
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text = gr.Textbox(
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# 設定按鈕點擊事件
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inference_button.click(
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do_tts_wav_predict,
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[text],
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[output],
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)
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# 啟動 Gradio
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app.queue(max_size=10)
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app.launch(share=True, inbrowser=True)
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@author:XuMing([email protected])
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@description: Re-train by TWMAN
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"""
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import hashlib
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import os
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import ssl
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import subprocess
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import gradio as gr
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import torch
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from loguru import logger
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import nltk
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# 設定 HTTPS context 避免證書錯誤
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ssl._create_default_https_context = ssl._create_unverified_context
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# 🛠 安裝相容的 LangSegment(v0.1.5)
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def install_compatible_LangSegment():
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try:
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subprocess.check_call([
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os.sys.executable, "-m", "pip",
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"install", "LangSegment==0.1.5",
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"-i", "https://pypi.org/simple",
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"--force-reinstall"
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])
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print("✅ LangSegment 降級成功")
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except subprocess.CalledProcessError:
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print("❌ LangSegment 降級失敗")
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install_compatible_LangSegment()
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# 🧠 下載 NLTK 所需資源
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nltk_data_path = os.path.expanduser('~/nltk_data')
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if not os.path.exists(os.path.join(nltk_data_path, 'corpora/cmudict.zip')):
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nltk.download('cmudict', download_dir=nltk_data_path)
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if not os.path.exists(os.path.join(nltk_data_path, 'taggers/averaged_perceptron_tagger.zip')):
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nltk.download('averaged_perceptron_tagger', download_dir=nltk_data_path)
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# 📦 匯入 parrots
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from parrots import TextToSpeech
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# 設定裝置與精度
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device = "cuda" if torch.cuda.is_available() else "cpu"
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logger.info(f"device: {device}")
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half = True if device == "cuda" else False
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# 初始化 TTS 模型
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m = TextToSpeech(
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speaker_model_path="DeepLearning101/GPT-SoVITS_TWMAN",
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speaker_name="TWMAN",
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device=device,
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half=half
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)
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# 🔊 音訊生成邏輯
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def get_text_hash(text: str):
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return hashlib.md5(text.encode('utf-8')).hexdigest()
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m.predict(text, text_language="auto", output_path=output_path)
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return output_path
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# 🌐 Gradio WebUI 設定
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with gr.Blocks(title="TTS WebUI") as app:
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gr.Markdown("""
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# 線上語音合成 (TWMAN)
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- [用PPOCRLabel來幫PaddleOCR做OCR的微調和標註](https://blog.twman.org/2023/07/wsl.html)
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- [基於機器閱讀理解和指令微調的統一信息抽取框架之診斷書醫囑資訊擷取分析](https://blog.twman.org/2023/07/HugIE.html)
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""")
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with gr.Group():
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gr.Markdown("🔤 請輸入要進行語音合成的文字:")
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with gr.Row():
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text = gr.Textbox(
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label="輸入文字(建議 100 字內)",
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value="床前明月光,疑是地上霜。舉頭望明月,低頭思故鄉。",
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placeholder="請輸入文字...",
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lines=3
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)
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inference_button = gr.Button("🎤 語音合成", variant="primary")
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output = gr.Audio(label="🔊 合成的語音")
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inference_button.click(
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do_tts_wav_predict,
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[text],
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[output],
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)
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# 啟動 Gradio App
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app.queue(max_size=10)
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app.launch(share=True, inbrowser=True)
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