Update app.py
Browse files
app.py
CHANGED
@@ -1,3 +1,7 @@
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import gradio as gr
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import json
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import torch
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@@ -11,7 +15,7 @@ model = SpeechT5ForTextToSpeech.from_pretrained("microsoft/speecht5_tts")
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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# Load pronunciation dictionary from JSON file
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with open("pronunciation_dict.json", "r") as f:
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pronunciation_dict = json.load(f)
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# Function to preprocess the input text
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@@ -41,12 +45,23 @@ def text_to_speech(input_text):
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return output_file
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# Step 5: Create Gradio interface
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# Step 6: Launch the app
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iface.launch(share=True)
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# Step 1: Install Gradio
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!pip install gradio
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# Step 2: Import necessary libraries
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import gradio as gr
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import json
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import torch
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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# Load pronunciation dictionary from JSON file
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with open("/content/pronunciation_dict.json", "r") as f:
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pronunciation_dict = json.load(f)
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# Function to preprocess the input text
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return output_file
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# Step 5: Create Gradio interface with examples
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examples = [
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"We are using APIs and OAuth for authentication.",
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"CUDA and TensorFlow work together for deep learning models.",
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"The database uses NoSQL and supports JSON for data storage.",
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"Machine learning and artificial intelligence are advancing fast.",
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"Natural language processing techniques like GPT are widely adopted."
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]
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iface = gr.Interface(
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fn=text_to_speech,
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inputs="text",
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outputs="audio",
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title="Text-to-Speech (TTS) Application",
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description="Enter text with technical jargon for TTS conversion.",
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examples=examples # Adding preset examples for users
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)
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# Step 6: Launch the app
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iface.launch(share=True)
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