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Update app.py
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app.py
CHANGED
@@ -6,7 +6,6 @@ from docx import Document
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from TTS.api import TTS
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import tempfile
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# Available TTS models with descriptions
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VOICE_MODELS = {
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"Jenny (Expressive Female)": {
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"model_name": "tts_models/en/jenny/jenny",
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@@ -22,7 +21,6 @@ VOICE_MODELS = {
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}
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}
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# Cache to avoid reloading models
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MODEL_CACHE = {}
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def load_tts_model(model_key):
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@@ -33,35 +31,23 @@ def load_tts_model(model_key):
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MODEL_CACHE[model_key] = tts
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return tts
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# def extract_speakers(model_key):
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# info = VOICE_MODELS[model_key]
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# if info["multi_speaker"]:
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# tts = load_tts_model(model_key)
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# return list(tts.speakers)
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# return []
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def extract_speakers(model_key):
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info = VOICE_MODELS[model_key]
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if info["multi_speaker"]:
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if info["model_name"] == "tts_models/en/vctk/vits":
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# Common VCTK speakers
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return ["p225", "p226", "p227", "p228", "p229", "p230", "p231", "p232", "p233", "p234"]
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else:
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tts = load_tts_model(model_key)
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return getattr(tts, "speakers", [])
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return []
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def docx_to_wav(doc_file, selected_voice, selected_speaker=None):
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info = VOICE_MODELS[selected_voice]
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tts = load_tts_model(selected_voice)
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# Extract text from docx
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document = Document(doc_file.name)
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full_text = "\n".join([para.text for para in document.paragraphs if para.text.strip()])
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# Save to WAV
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with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as tmp_wav:
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wav_path = tmp_wav.name
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@@ -70,31 +56,33 @@ def docx_to_wav(doc_file, selected_voice, selected_speaker=None):
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kwargs["speaker"] = selected_speaker
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tts.tts_to_file(text=full_text, file_path=wav_path, **kwargs)
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return wav_path
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def
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speakers = extract_speakers(voice_selection)
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return gr.
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with gr.Blocks() as interface:
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gr.Markdown("# Realistic Voiceover from DOCX\nUpload a
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with gr.Row():
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docx_input = gr.File(label="Upload .docx File", type="filepath")
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voice_dropdown = gr.Dropdown(choices=list(VOICE_MODELS.keys()), value="Jenny (Expressive Female)", label="Voice")
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speaker_dropdown = gr.Dropdown(choices=[], label="Speaker", visible=False)
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voice_dropdown.change(fn=update_speaker_dropdown, inputs=voice_dropdown, outputs=speaker_dropdown)
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generate_button.click(
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fn=docx_to_wav,
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inputs=[docx_input, voice_dropdown, speaker_dropdown],
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outputs=audio_output
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)
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if __name__ == "__main__":
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interface.launch()
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from TTS.api import TTS
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import tempfile
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VOICE_MODELS = {
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"Jenny (Expressive Female)": {
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"model_name": "tts_models/en/jenny/jenny",
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}
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}
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MODEL_CACHE = {}
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def load_tts_model(model_key):
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MODEL_CACHE[model_key] = tts
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return tts
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def extract_speakers(model_key):
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info = VOICE_MODELS[model_key]
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if info["multi_speaker"]:
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if info["model_name"] == "tts_models/en/vctk/vits":
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return ["p225", "p226", "p227", "p228", "p229", "p230", "p231", "p232", "p233", "p234"]
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else:
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tts = load_tts_model(model_key)
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return getattr(tts, "speakers", [])
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return []
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def docx_to_wav(doc_file, selected_voice, selected_speaker=None):
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info = VOICE_MODELS[selected_voice]
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tts = load_tts_model(selected_voice)
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document = Document(doc_file.name)
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full_text = "\n".join([para.text for para in document.paragraphs if para.text.strip()])
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with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as tmp_wav:
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wav_path = tmp_wav.name
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kwargs["speaker"] = selected_speaker
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tts.tts_to_file(text=full_text, file_path=wav_path, **kwargs)
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return wav_path
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def show_load_button(voice_selection):
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info = VOICE_MODELS[voice_selection]
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return gr.update(visible=info["multi_speaker"]), gr.update(visible=False), gr.update(visible=False, interactive=False)
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def load_and_show_speakers(voice_selection):
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speakers = extract_speakers(voice_selection)
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return gr.update(choices=speakers, visible=True, value=speakers[0]), gr.update(interactive=True)
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with gr.Blocks() as interface:
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gr.Markdown("# π€ Realistic Voiceover from DOCX\nUpload a `.docx` file, select a voice, and generate lifelike speech!")
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with gr.Row():
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docx_input = gr.File(label="Upload .docx File", type="filepath")
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voice_dropdown = gr.Dropdown(choices=list(VOICE_MODELS.keys()), value="Jenny (Expressive Female)", label="Voice")
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load_speakers_btn = gr.Button("π Load Speakers", visible=False)
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speaker_dropdown = gr.Dropdown(choices=[], label="Speaker", visible=False)
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generate_button = gr.Button("π§ Generate Speech", interactive=True)
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audio_output = gr.Audio(label="π Download WAV", type="filepath")
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# Interactions
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voice_dropdown.change(fn=show_load_button, inputs=voice_dropdown, outputs=[load_speakers_btn, speaker_dropdown, generate_button])
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load_speakers_btn.click(fn=load_and_show_speakers, inputs=voice_dropdown, outputs=[speaker_dropdown, generate_button])
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generate_button.click(fn=docx_to_wav, inputs=[docx_input, voice_dropdown, speaker_dropdown], outputs=audio_output)
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if __name__ == "__main__":
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interface.launch()
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