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import gradio as gr
from gtts import gTTS
from pydub import AudioSegment
import numpy as np
import os

def text_to_speech(prompt):
    # gTTS๋ฅผ ์ด์šฉํ•ด Bulgarian ํ…์ŠคํŠธ๋ฅผ ์Œ์„ฑ์œผ๋กœ ๋ณ€ํ™˜
    tts = gTTS(text=prompt, lang="bg")
    audio_file = "output.mp3"
    tts.save(audio_file)
    
    # pydub์œผ๋กœ mp3 ํŒŒ์ผ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ
    sound = AudioSegment.from_mp3(audio_file)
        
    # pydub๊ฐ€ ์ œ๊ณตํ•˜๋Š” raw ๋ฐ์ดํ„ฐ๋ฅผ NumPy ๋ฐฐ์—ด๋กœ ๋ณ€ํ™˜ (int16)
    samples = np.array(sound.get_array_of_samples())
    
    # ๋งŒ์•ฝ ์Šคํ…Œ๋ ˆ์˜ค๋ผ๋ฉด ๋ชจ๋…ธ๋กœ ๋ณ€ํ™˜ (์ฑ„๋„ ํ‰๊ท )
    if sound.channels > 1:
        samples = samples.reshape((-1, sound.channels))
        samples = samples.mean(axis=1)
    
    # int16 ๋ฐ์ดํ„ฐ๋ฅผ float32๋กœ ์ •๊ทœํ™” (๋ฒ”์œ„: [-1.0, 1.0])
    samples = samples.astype(np.float32) / 32768.0
    sample_rate = sound.frame_rate

    # ์ž„์‹œ ํŒŒ์ผ ์‚ญ์ œ
    os.remove(audio_file)
    
    return samples, sample_rate

with gr.Blocks() as demo:
    gr.Markdown("## Bulgarian Text-to-Speech (TTS)")
    input_prompt = gr.Textbox(label="Enter a prompt in Bulgarian:")
    output_audio = gr.Audio(label="Generated Speech", type="numpy")
    generate_button = gr.Button("Generate Speech")
    
    generate_button.click(text_to_speech, inputs=input_prompt, outputs=output_audio)

demo.launch()