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Update app.py
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app.py
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@@ -3,8 +3,7 @@ from TTS.api import TTS
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from TTS.tts.configs.vits_config import VitsConfig
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from huggingface_hub import hf_hub_download
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import os
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import
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import gc
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from romanizer import sinhala_to_roman
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def load_my_model(repo_id):
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@@ -21,56 +20,60 @@ def load_my_model(repo_id):
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if hasattr(config, "model_args"):
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config.model_args.num_chars = 137
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# Initialize TTS
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tts = TTS(gpu=False)
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#
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)
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gc.collect()
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return tts
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#
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print("Initializing Models...")
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try:
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except Exception as e:
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print(f"CRITICAL ERROR DURING LOADING: {e}")
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def generate_voice(text, language):
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try:
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processed_text = sinhala_to_roman(text)
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engine = tam_tts
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processed_text = text
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return output_path
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except Exception as e:
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print(f"Error: {e}")
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return None
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# Gradio Interface
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demo = gr.Interface(
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fn=generate_voice,
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inputs=[
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gr.Textbox(label="Input Text"),
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gr.Dropdown(["English", "Sinhala", "Tamil"], label="Select Language")
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],
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outputs=gr.Audio(label="Synthesized Speech", type="filepath"),
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title="Multilingual VITS TTS"
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)
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from TTS.tts.configs.vits_config import VitsConfig
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from huggingface_hub import hf_hub_download
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import os
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import gc
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from romanizer import sinhala_to_roman
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def load_my_model(repo_id):
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if hasattr(config, "model_args"):
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config.model_args.num_chars = 137
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# Initialize TTS shell
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tts = TTS(gpu=False)
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# IMPORTANT: We pass model_path and config POSITIONALLY.
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# Some TTS versions use 'checkpoint_path', others use 'model_path'.
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# Passing them in order (1st, 2nd) avoids that 'unexpected keyword' error.
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tts.load_tts_model_by_path(model_path, config)
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gc.collect()
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return tts
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# --- Loading Models ---
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print("Initializing Models...")
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try:
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# We load them into a dictionary for cleaner access
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engines = {
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"English": load_my_model("E-motionAssistant/text-to-speech-VITS-english"),
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"Sinhala": load_my_model("E-motionAssistant/text-to-speech-VITS-sinhala"),
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"Tamil": load_my_model("E-motionAssistant/text-to-speech-VITS-tamil")
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}
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except Exception as e:
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print(f"CRITICAL ERROR DURING LOADING: {e}")
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engines = {}
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def generate_voice(text, language):
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try:
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engine = engines.get(language)
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if engine is None:
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return None
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processed_text = text
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if language == "Sinhala":
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# Call your romanizer
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processed_text = sinhala_to_roman(text)
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print(f"Romanized: {processed_text}")
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# Unique output name to prevent file conflicts
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output_path = f"output_{language.lower()}.wav"
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engine.tts_to_file(text=str(processed_text), file_path=output_path)
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return output_path
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except Exception as e:
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print(f"Inference Error: {e}")
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return None
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# Gradio Interface
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demo = gr.Interface(
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fn=generate_voice,
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inputs=[
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gr.Textbox(label="Input Text", placeholder="Type here..."),
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gr.Dropdown(["English", "Sinhala", "Tamil"], label="Select Language")
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],
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outputs=gr.Audio(label="Synthesized Speech", type="filepath"),
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title="Multilingual VITS TTS"
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)
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if __name__ == "__main__":
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demo.launch()
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