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9a433d2
1
Parent(s):
741c4ec
another page rendering but no speaker options
Browse files
app.py
CHANGED
@@ -1,32 +1,29 @@
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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 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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speaker_dropdown.
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def main():
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logging.basicConfig(level=logging.INFO)
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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_dropdown = gr.inputs.Dropdown(label="Model", choices=model_files)
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@@ -35,25 +32,7 @@ def main():
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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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"""
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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", type="numpy")
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iface = gr.Interface(
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fn=synthesize_audio,
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@@ -64,7 +43,7 @@ def main():
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debug=True
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)
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model_name_dropdown.
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iface.launch()
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import gradio as gr
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from pdfminer.high_level import extract_text
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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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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 set_model(model_name_str):
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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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speaker_dropdown.choices = speakers
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speaker_dropdown.update(default=speakers[0] if speakers else None)
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def synthesize_audio(file, model_name_str, speaker_str):
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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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samples = tts.synthesize(text_str, speaker_str)
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return (tts.get_sampling_rate(), samples)
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def main():
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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_dropdown = gr.inputs.Dropdown(label="Model", choices=model_files)
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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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audio = gr.outputs.Audio(label="Generated Audio")
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iface = gr.Interface(
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fn=synthesize_audio,
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debug=True
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)
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model_name_dropdown.set_action(set_model)
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iface.launch()
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