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6fa7850
1
Parent(s):
1a95e11
this is chatgpt modificaion completely . so if things go to shit , revert back immediately
Browse files
app.py
CHANGED
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import gradio as gr
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import pdfminer
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from pdfminer.high_level import extract_text
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import logging
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from typing import cast
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import gradio as gr
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from balacoon_tts import TTS
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from huggingface_hub import hf_hub_download, list_repo_files
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#
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tts = None
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def read_pdf(file):
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return text
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# iface = gr.Interface(
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# read_pdf,
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# gr.inputs.File(),
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# # gr.outputs.Textbox()
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# )
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# iface.launch()
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def main():
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logging.basicConfig(level=logging.INFO)
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with gr.
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"""
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3. Select speaker
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4. Hit "Generate" and listen to the result!
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When you select model for the first time,
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it will take a little time to download it.
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this project is designed to take the love
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of reading without the hassle of looking over.
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if you want an audio book , you now got it .
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"""
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with gr.Column(variant="panel"):
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repo_files = list_repo_files(repo_id="balacoon/tts")
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model_files = [x for x in repo_files if x.endswith("_cpu.addon")]
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model_name = gr.Dropdown(
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label="Model",
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choices=model_files,
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)
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with gr.Column(variant="panel"):
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speaker = gr.Dropdown(label="Speaker", choices=[])
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def set_model(model_name_str: str):
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"""
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gets value from `model_name`, loads model,
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re-initializes tts object, gets list of
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speakers that model supports and set them to `speaker`
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"""
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model_path = hf_hub_download(
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repo_id="balacoon/tts", filename=model_name_str
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)
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global tts
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tts = TTS(model_path)
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speakers = tts.get_speakers()
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value = speakers[-1]
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return gr.Dropdown.update(
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choices=speakers, value=value, visible=True
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)
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with gr.Row(variant="panel"):
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audio = gr.Audio()
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def synthesize_audio(
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"""
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and speaker name from `speaker
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Synthesizes the waveform and updates `audio` with it.
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"""
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if
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logging.info("
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return None
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if len(text_str) > 1024:
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text_str = text_str[:1024]
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samples = cast(TTS, tts).synthesize(text_str, speaker_str)
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return
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if __name__ == "__main__":
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main()
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import gradio as gr
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from pdfminer.high_level import extract_text
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import logging
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from typing import cast
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from balacoon_tts import TTS
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from huggingface_hub import hf_hub_download, list_repo_files
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# Global tts module, initialized from a model selected
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tts = None
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def read_pdf(file):
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with open(file.name, "rb") as f:
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text = extract_text(f)
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return text
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def main():
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logging.basicConfig(level=logging.INFO)
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with gr.Interface(fn=None, title="PDF TO SPEECH CONVERTER", layout="rows", debug=True) as iface:
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repo_files = list_repo_files(repo_id="balacoon/tts")
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model_files = [x for x in repo_files if x.endswith("_cpu.addon")]
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model_name = gr.inputs.Dropdown(label="Model", choices=model_files)
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speaker = gr.inputs.Dropdown(label="Speaker", choices=[])
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def set_model(model_name_str):
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"""
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Gets value from `model_name`, loads the model,
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re-initializes the tts object, and gets a list of
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speakers that the model supports and sets them to `speaker`.
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"""
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model_path = hf_hub_download(repo_id="balacoon/tts", filename=model_name_str)
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global tts
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tts = TTS(model_path)
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speakers = tts.get_speakers()
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value = speakers[-1]
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speaker.choices = speakers
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speaker.value = value
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model_name.onChange(set_model)
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file_input = gr.inputs.File(label="Select a PDF File", type="file")
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text = gr.outputs.Textbox()
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def synthesize_audio(file, model_name_str, speaker_str):
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"""
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Gets the selected PDF `file`, model name from `model_name`,
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and speaker name from `speaker`. Synthesizes the audio waveform
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from the text extracted from the PDF and returns it.
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"""
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if file is None or file.name == "":
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logging.info("No file selected.")
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return None
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text_str = read_pdf(file)
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if len(text_str) > 1024:
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text_str = text_str[:1024]
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global tts
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samples = cast(TTS, tts).synthesize(text_str, speaker_str)
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return (cast(TTS, tts).get_sampling_rate(), samples)
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audio = gr.outputs.Audio(label="Generated Audio")
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iface.inputs = [file_input, model_name, speaker]
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iface.outputs = audio
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iface.fn = synthesize_audio
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iface.launch()
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if __name__ == "__main__":
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main()
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