Spaces:
Running
on
Zero
Running
on
Zero
Commit
·
8035662
1
Parent(s):
af74b58
init
Browse files- app.py +175 -0
- kokoro_tts.py +55 -0
- pyproject.toml +13 -0
- requirements.txt +119 -0
app.py
ADDED
@@ -0,0 +1,175 @@
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import gradio as gr
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import requests
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from bs4 import BeautifulSoup
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import soundfile as sf
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from kokoro_tts import generate_audio
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class Voices:
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flags = {
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"a": "🇺🇸",
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"b": "🇬🇧",
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"e": "🇪🇸",
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"f": "🇫🇷",
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"h": "🇮🇳",
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"i": "🇮🇹",
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"j": "🇯🇵",
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"p": "🇧🇷",
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"z": "🇨🇳",
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}
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flags_win = {
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"a": "american",
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"b": "british",
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"e": "spanish",
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"f": "french",
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"h": "hindi",
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"i": "italian",
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"j": "japanese",
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"p": "portuguese",
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"z": "chinese",
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}
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voices = {
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"a": [
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"af_alloy",
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"af_aoede",
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"af_bella",
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"af_heart",
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"af_jessica",
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"af_kore",
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"af_nicole",
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"af_nova",
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"af_river",
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"af_sarah",
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"af_sky",
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"am_adam",
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"am_echo",
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"am_eric",
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"am_fenrir",
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"am_liam",
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"am_michael",
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"am_onyx",
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"am_puck",
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"am_santa",
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],
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"b": [
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"bf_alice",
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"bf_emma",
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"bf_isabella",
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"bf_lily",
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"bm_daniel",
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"bm_fable",
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"bm_george",
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"bm_lewis",
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],
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"e": ["ef_dora", "em_alex", "em_santa"],
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"f": ["ff_siwis"],
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"h": ["hf_alpha", "hf_beta", "hm_omega", "hm_psi"],
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"i": ["if_sara", "im_nicola"],
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"j": ["jf_alpha", "jf_gongitsune", "jf_nezumi", "jf_tebukuro", "jm_kumo"],
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"p": ["pf_dora", "pm_alex", "pm_santa"],
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"z": [
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"zf_xiaobei",
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"zf_xiaoni",
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"zf_xiaoxiao",
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"zf_xiaoyi",
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"zm_yunjian",
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"zm_yunxi",
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"zm_yunxia",
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"zm_yunyang",
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],
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}
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def extract_text_from_url(url):
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try:
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# Download the webpage content
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response = requests.get(url)
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response.raise_for_status() # Raise an exception for bad status codes
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# Parse the HTML content
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soup = BeautifulSoup(response.text, "html.parser")
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# Remove script and style elements
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for script in soup(["script", "style"]):
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script.decompose()
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# Get text and clean it up
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text = soup.get_text(separator="\n", strip=True)
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# Remove excessive newlines and whitespace
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lines = (line.strip() for line in text.splitlines())
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text = "\n".join(line for line in lines if line)
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return text
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except Exception as e:
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return f"Error: {str(e)}"
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def get_language_choices():
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return [
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(f"{Voices.flags[code]} {Voices.flags_win[code].title()}", code)
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for code in Voices.voices.keys()
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]
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def get_voice_choices(lang_code):
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if lang_code in Voices.voices:
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return Voices.voices[lang_code]
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return []
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def text_to_audio(text, lang_code, voice, progress=gr.Progress()):
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try:
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audio_data = generate_audio(
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text, lang_code=lang_code, voice=voice, progress=progress
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)
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return (24000, audio_data) # Return tuple of (sample_rate, audio_data)
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except Exception as e:
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print(f"Error generating audio: {e}")
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return None
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# Create Gradio interface
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with gr.Blocks(title="Web Page Text Extractor & Audio Generator") as demo:
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gr.Markdown("# Web Page Text Extractor & Audio Generator")
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gr.Markdown(
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"Scrape a website and generate text using [hexgrad/Kokoro-82M](https://huggingface.co/hexgrad/Kokoro-82M)"
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)
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with gr.Row():
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url_input = gr.Textbox(
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label="Enter URL", value="https://paulgraham.com/words.html"
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)
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extract_btn = gr.Button("Extract Text")
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text_output = gr.Textbox(label="Extracted Text", lines=10, interactive=True)
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with gr.Row():
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lang_dropdown = gr.Dropdown(
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choices=get_language_choices(),
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label="Language",
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value="a", # Default to English
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)
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voice_dropdown = gr.Dropdown(
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choices=Voices.voices["a"], # Default to English voices
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label="Voice",
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value="am_onyx", # Default voice
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)
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generate_btn = gr.Button("Generate Audio")
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audio_output = gr.Audio(label="Generated Audio")
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def update_voices(lang_code):
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return gr.Dropdown(choices=get_voice_choices(lang_code))
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extract_btn.click(fn=extract_text_from_url, inputs=url_input, outputs=text_output)
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lang_dropdown.change(fn=update_voices, inputs=lang_dropdown, outputs=voice_dropdown)
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generate_btn.click(
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fn=text_to_audio,
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inputs=[text_output, lang_dropdown, voice_dropdown],
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outputs=audio_output,
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)
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if __name__ == "__main__":
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demo.launch()
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kokoro_tts.py
ADDED
@@ -0,0 +1,55 @@
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from kokoro import KPipeline
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import soundfile as sf
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import numpy as np
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import logging
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def generate_audio(
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text,
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lang_code="a",
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voice="af_heart",
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speed=1,
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save_segments=False,
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progress=None,
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):
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"""
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Generate audio from text using Kokoro TTS pipeline
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Args:
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text (str): Text to convert to speech
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lang_code (str): Language code for the TTS model
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voice (str): Voice ID to use
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speed (float): Speech speed multiplier
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save_segments (bool): Whether to save individual audio segments
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Returns:
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numpy.ndarray: Combined audio data at 24kHz sample rate
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"""
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pipeline = KPipeline(lang_code=lang_code)
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generator = pipeline(text, voice=voice, speed=speed, split_pattern=r"\.")
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all_audio = []
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segments = list(generator) # Get total number of segments
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for i, (gs, ps, audio) in enumerate(
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progress.tqdm(segments, desc="Generating audio")
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):
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logging.info("Processing segment")
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logging.info(f"Graphemes: {gs}")
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logging.info(f"Phonemes: {ps}")
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all_audio.append(audio)
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if save_segments:
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sf.write(f"segment_{i}.wav", audio, 24000)
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# Concatenate all audio segments
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combined_audio = np.concatenate(all_audio)
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return combined_audio
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if __name__ == "__main__":
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# Example usage
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sample_text = "Hello world"
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audio_data = generate_audio(sample_text)
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sf.write("out.wav", audio_data, 24000)
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pyproject.toml
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[project]
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name = "page2speech"
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version = "0.1.0"
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description = "Add your description here"
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readme = "README.md"
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requires-python = ">=3.10"
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dependencies = [
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"beautifulsoup4>=4.13.3",
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"gradio>=5.16.0",
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"kokoro>=0.3.4",
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"pip>=25.0.1",
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"soundfile>=0.13.1",
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]
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requirements.txt
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aiofiles==23.2.1
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2 |
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annotated-types==0.7.0
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3 |
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anyio==4.8.0
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4 |
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attrs==25.1.0
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5 |
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babel==2.17.0
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beautifulsoup4==4.13.3
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7 |
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blis==1.2.0
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8 |
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catalogue==2.0.10
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9 |
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certifi==2025.1.31
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cffi==1.17.1
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11 |
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charset-normalizer==3.4.1
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click==8.1.8
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clldutils==3.21.0
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cloudpathlib==0.20.0
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15 |
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colorama==0.4.6
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16 |
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colorlog==6.9.0
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confection==0.1.5
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csvw==3.5.1
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curated-tokenizers==0.0.9
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curated-transformers==0.1.1
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cymem==2.0.11
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dlinfo==2.0.0
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docopt==0.6.2
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+
en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl#sha256=1932429db727d4bff3deed6b34cfc05df17794f4a52eeb26cf8928f7c1a0fb85
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espeakng-loader==0.2.4
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exceptiongroup==1.2.2
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fastapi==0.115.8
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ffmpy==0.5.0
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filelock==3.17.0
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fsspec==2025.2.0
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gradio==5.16.0
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gradio_client==1.7.0
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h11==0.14.0
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34 |
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httpcore==1.0.7
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httpx==0.28.1
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36 |
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huggingface-hub==0.28.1
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idna==3.10
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isodate==0.7.2
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Jinja2==3.1.5
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joblib==1.4.2
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jsonschema==4.23.0
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jsonschema-specifications==2024.10.1
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kokoro==0.7.15
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langcodes==3.5.0
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language-tags==1.2.0
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language_data==1.3.0
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47 |
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loguru==0.7.3
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lxml==5.3.1
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marisa-trie==1.2.1
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Markdown==3.7
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markdown-it-py==3.0.0
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52 |
+
MarkupSafe==2.1.5
|
53 |
+
mdurl==0.1.2
|
54 |
+
misaki==0.7.15
|
55 |
+
mpmath==1.3.0
|
56 |
+
murmurhash==1.0.12
|
57 |
+
networkx==3.4.2
|
58 |
+
num2words==0.5.14
|
59 |
+
numpy==1.26.4
|
60 |
+
orjson==3.10.15
|
61 |
+
packaging==24.2
|
62 |
+
pandas==2.2.3
|
63 |
+
phonemizer-fork==3.3.2
|
64 |
+
pillow==11.1.0
|
65 |
+
preshed==3.0.9
|
66 |
+
pycparser==2.22
|
67 |
+
pydantic==2.10.6
|
68 |
+
pydantic_core==2.27.2
|
69 |
+
pydub==0.25.1
|
70 |
+
Pygments==2.19.1
|
71 |
+
pylatexenc==2.10
|
72 |
+
pyparsing==3.2.1
|
73 |
+
python-dateutil==2.9.0.post0
|
74 |
+
python-multipart==0.0.20
|
75 |
+
pytz==2025.1
|
76 |
+
PyYAML==6.0.2
|
77 |
+
rdflib==7.1.3
|
78 |
+
referencing==0.36.2
|
79 |
+
regex==2024.11.6
|
80 |
+
requests==2.32.3
|
81 |
+
rfc3986==1.5.0
|
82 |
+
rich==13.9.4
|
83 |
+
rpds-py==0.22.3
|
84 |
+
ruff==0.9.6
|
85 |
+
safehttpx==0.1.6
|
86 |
+
safetensors==0.5.2
|
87 |
+
scipy==1.15.1
|
88 |
+
segments==2.2.1
|
89 |
+
semantic-version==2.10.0
|
90 |
+
shellingham==1.5.4
|
91 |
+
six==1.17.0
|
92 |
+
smart-open==7.1.0
|
93 |
+
sniffio==1.3.1
|
94 |
+
soundfile==0.13.1
|
95 |
+
soupsieve==2.6
|
96 |
+
spacy==3.8.4
|
97 |
+
spacy-curated-transformers==0.3.0
|
98 |
+
spacy-legacy==3.0.12
|
99 |
+
spacy-loggers==1.0.5
|
100 |
+
srsly==2.5.1
|
101 |
+
starlette==0.45.3
|
102 |
+
sympy==1.13.1
|
103 |
+
tabulate==0.9.0
|
104 |
+
thinc==8.3.4
|
105 |
+
tokenizers==0.21.0
|
106 |
+
tomlkit==0.13.2
|
107 |
+
torch==2.6.0
|
108 |
+
tqdm==4.67.1
|
109 |
+
transformers==4.48.3
|
110 |
+
typer==0.15.1
|
111 |
+
typing_extensions==4.12.2
|
112 |
+
tzdata==2025.1
|
113 |
+
uritemplate==4.1.1
|
114 |
+
urllib3==2.3.0
|
115 |
+
uvicorn==0.34.0
|
116 |
+
wasabi==1.1.3
|
117 |
+
weasel==0.4.1
|
118 |
+
websockets==14.2
|
119 |
+
wrapt==1.17.2
|