test1

app.py

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+import gradio as gr
+import torch
+from transformers import pipeline
+from langdetect import detect
+
+# Load the Coqui XTTS model
+tts = pipeline("text-to-speech", model="coqui/XTTS-v2", device=0 if torch.cuda.is_available() else -1)
+
+# Helper function to clone voice and generate speech
+def clone_and_generate(audio, text_prompt, language):
+    if audio is None or text_prompt.strip() == "":
+        return "Please provide both audio input and text prompt.", None
+    
+    # Check if language is supported
+    supported_languages = {"english": "en", "hindi": "hi"}
+    if language not in supported_languages:
+        return f"Language {language} not supported yet.", None
+
+    # Convert text to the target language (if needed)
+    if detect(text_prompt) != supported_languages[language]:
+        # For now, we assume text is already in the desired language
+        pass
+
+    # Generate speech
+    try:
+        result = tts(text=text_prompt, speaker=audio)
+        return "Speech generated successfully!", result["audio"]
+    except Exception as e:
+        return f"Error: {str(e)}", None
+
+# Gradio Interface
+with gr.Blocks() as demo:
+    gr.Markdown("## 🎤 Voice Cloning & Text-to-Speech with Language Translation")
+    
+    with gr.Row():
+        with gr.Column():
+            audio_input = gr.Audio(source="microphone", type="filepath", label="🎙️ Record or Upload Voice")
+            text_input = gr.Textbox(label="📝 Enter Text to Generate Speech")
+            language_input = gr.Dropdown(choices=["english", "hindi"], value="english", label="🌐 Select Language")
+
+        with gr.Column():
+            output_message = gr.Textbox(label="📢 Status")
+            output_audio = gr.Audio(label="🔊 Generated Speech")
+
+    generate_button = gr.Button("🚀 Generate Speech")
+    generate_button.click(clone_and_generate, inputs=[audio_input, text_input, language_input], outputs=[output_message, output_audio])
+
+# Launch the app
+demo.launch()

requirements.txt

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+gradio
+torch
+transformers
+langdetect