Spaces:
Sleeping
Sleeping
updated the interface...
Browse files
app.py
CHANGED
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import gradio as gr
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import os
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from TTS.utils.synthesizer import Synthesizer
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from huggingface_hub import hf_hub_download
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except Exception as e:
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print(f"Error downloading files: {e}")
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# 3. Load the AI
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print("Loading AI Model...")
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synthesizer = Synthesizer(
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tts_checkpoint=model_path,
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use_cuda=False
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)
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#
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iface.launch()
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import gradio as gr
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import os
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import re
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import numpy as np
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from TTS.utils.synthesizer import Synthesizer
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from huggingface_hub import hf_hub_download
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except Exception as e:
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print(f"Error downloading files: {e}")
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# 3. Load the AI
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print("Loading AI Model...")
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synthesizer = Synthesizer(
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tts_checkpoint=model_path,
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use_cuda=False
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)
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# VITS models typically run at a 22050 Hz sample rate
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SAMPLE_RATE = 22050
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def split_into_sentences(text):
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# This regex smartly splits paragraphs by punctuation (. ! ?) but keeps the words intact
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sentences = re.split(r'(?<=[.!?]) +', text.strip())
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return [s for s in sentences if s.strip()]
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def synthesize_voice_stream(text):
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if not text.strip():
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return None
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# Safety feature: Hard limit of 2000 characters so users don't paste an entire Harry Potter book and crash your free server!
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if len(text) > 2000:
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text = text[:2000]
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sentences = split_into_sentences(text)
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for sentence in sentences:
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try:
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# Generate the raw audio math for just this one sentence
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wav = synthesizer.tts(sentence)
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# Convert the raw math into a standard audio waveform array
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wav_array = np.array(wav)
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wav_int16 = (wav_array * 32767).astype(np.int16)
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# YIELD instead of RETURN. This streams the audio chunk straight to the user's speakers instantly!
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yield (SAMPLE_RATE, wav_int16)
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except Exception as e:
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print(f"Failed to synthesize sentence: {sentence}. Error: {e}")
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continue
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# 4. Build the Professional UI layout
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="indigo", secondary_hue="blue")) as iface:
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gr.Markdown(
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"""
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# 🎙️ Behruz's Digital Voice Clone (V3)
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Welcome to my AI voice generator! This model was trained locally on my real voice using deep learning.
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💡 **Pro Tip:** You can paste a whole paragraph! The AI will smartly split it into sentences and stream the audio to you in real-time without crashing.
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"""
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)
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with gr.Row():
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with gr.Column(scale=2):
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text_input = gr.Textbox(
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label="Enter Uzbek Text Here (Max 2000 chars)",
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lines=6,
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placeholder="Salom! Bugun havo juda ajoyib, shunday emasmi? Men internetda yashaydigan raqamli sun'iy intellektman..."
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)
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generate_btn = gr.Button("🚀 Generate Audio Stream", variant="primary")
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with gr.Column(scale=1):
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# autoplay=True means as soon as the first chunk arrives, it starts speaking!
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audio_output = gr.Audio(label="Live Audio Stream", autoplay=True)
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# Add quick-click examples so your friends don't have to think of what to type
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gr.Examples(
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examples=[
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"Salom, men Behruzning raqamli egizagiman va men endi internetda yashayman!",
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"Axborot texnologiyalari sohasida qanday yangiliklar bor, kuzatib boryapsizmi?",
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"Voh, bu natijani umuman kutmagan edim! Qoyilmaqom ish bo'libdi."
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],
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inputs=text_input
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)
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# Connect the button to the streaming function
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generate_btn.click(fn=synthesize_voice_stream, inputs=text_input, outputs=audio_output)
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iface.launch()
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