Spaces:
Running
Running
Commit
·
ff7ef47
1
Parent(s):
b72035a
support microphone and url
Browse files
app.py
CHANGED
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@@ -22,7 +22,9 @@
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import logging
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import os
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import shutil
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import time
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import uuid
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from datetime import datetime
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@@ -94,28 +96,38 @@ def process_uploaded_file(
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"result_item_error",
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)
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try:
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-
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-
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return "", build_html_output(
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"Please
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"result_item_error",
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)
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-
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try:
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input_threshold = float(input_threshold)
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if input_threshold < 0 or input_threshold > 10:
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raise ValueError("")
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except ValueError:
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return "", build_html_output(
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"Please set a valid threshold between (0, 10)",
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"result_item_error",
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)
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else:
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input_threshold = 0
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MyPrint(f"Processing uploaded file: {in_filename}")
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try:
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return process(
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in_filename=in_filename,
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@@ -130,6 +142,32 @@ def process_uploaded_file(
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return "", build_html_output(str(e), "result_item_error")
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def process(
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embedding_framework: str,
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embedding_model: str,
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@@ -145,6 +183,27 @@ def process(
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MyPrint(f"input_threshold: {input_threshold}")
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MyPrint(f"in_filename: {in_filename}")
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filename = convert_to_wav(in_filename)
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now = datetime.now()
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@@ -313,6 +372,42 @@ with demo:
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outputs=[uploaded_output, uploaded_html_info],
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fn=process_uploaded_file,
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)
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upload_button.click(
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process_uploaded_file,
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@@ -327,6 +422,32 @@ with demo:
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outputs=[uploaded_output, uploaded_html_info],
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)
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gr.Markdown(description)
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if __name__ == "__main__":
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import logging
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import os
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import shutil
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import tempfile
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import time
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import urllib.request
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import uuid
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from datetime import datetime
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"result_item_error",
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)
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MyPrint(f"Processing uploaded file: {in_filename}")
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try:
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return process(
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in_filename=in_filename,
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embedding_framework=embedding_framework,
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embedding_model=embedding_model,
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speaker_segmentation_model=speaker_segmentation_model,
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input_num_speakers=input_num_speakers,
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input_threshold=input_threshold,
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)
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except Exception as e:
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MyPrint(str(e))
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return "", build_html_output(str(e), "result_item_error")
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def process_microphone(
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embedding_framework: str,
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embedding_model: str,
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speaker_segmentation_model: str,
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input_num_speakers: str,
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input_threshold: str,
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in_filename: str,
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):
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if in_filename is None or in_filename == "":
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return "", build_html_output(
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"Please first click 'Record from microphone', speak, "
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"click 'Stop recording', and then "
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"click the button 'submit for speaker diarization'",
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"result_item_error",
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)
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MyPrint(f"Processing microphone: {in_filename}")
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try:
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return process(
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in_filename=in_filename,
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return "", build_html_output(str(e), "result_item_error")
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def process_url(
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embedding_framework: str,
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embedding_model: str,
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speaker_segmentation_model: str,
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input_num_speakers: str,
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input_threshold: str,
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url: str,
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):
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MyPrint(f"Processing URL: {url}")
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with tempfile.NamedTemporaryFile() as f:
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try:
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urllib.request.urlretrieve(url, f.name)
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return process(
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in_filename=f.name,
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embedding_framework=embedding_framework,
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embedding_model=embedding_model,
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speaker_segmentation_model=speaker_segmentation_model,
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input_num_speakers=input_num_speakers,
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input_threshold=input_threshold,
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)
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except Exception as e:
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MyPrint(str(e))
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return "", build_html_output(str(e), "result_item_error")
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def process(
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embedding_framework: str,
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embedding_model: str,
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MyPrint(f"input_threshold: {input_threshold}")
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MyPrint(f"in_filename: {in_filename}")
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try:
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input_num_speakers = int(input_num_speakers)
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except ValueError:
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return "", build_html_output(
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"Please set a valid number of speakers",
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"result_item_error",
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)
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if input_num_speakers <= 0:
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try:
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input_threshold = float(input_threshold)
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if input_threshold < 0 or input_threshold > 10:
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raise ValueError("")
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except ValueError:
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return "", build_html_output(
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"Please set a valid threshold between (0, 10)",
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"result_item_error",
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)
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else:
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input_threshold = 0
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filename = convert_to_wav(in_filename)
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now = datetime.now()
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outputs=[uploaded_output, uploaded_html_info],
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fn=process_uploaded_file,
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)
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with gr.TabItem("Record from microphone"):
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microphone = gr.Audio(
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sources=["microphone"], # Choose between "microphone", "upload"
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type="filepath",
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label="Record from microphone",
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)
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record_button = gr.Button("Submit for speaker diarization")
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recorded_output = gr.Textbox(label="Result from recordings")
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recorded_html_info = gr.HTML(label="Info")
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gr.Examples(
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examples=examples,
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inputs=[
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embedding_framework_radio,
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embedding_model_dropdown,
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speaker_segmentation_model_dropdown,
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input_num_speakers,
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input_threshold,
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microphone,
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],
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outputs=[recorded_output, recorded_html_info],
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fn=process_microphone,
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)
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with gr.TabItem("From URL"):
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url_textbox = gr.Textbox(
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max_lines=1,
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placeholder="URL to an audio file",
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label="URL",
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interactive=True,
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)
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url_button = gr.Button("Submit for speaker diarization")
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url_output = gr.Textbox(label="Result from URL")
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url_html_info = gr.HTML(label="Info")
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upload_button.click(
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process_uploaded_file,
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outputs=[uploaded_output, uploaded_html_info],
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)
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record_button.click(
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process_microphone,
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inputs=[
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embedding_framework_radio,
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embedding_model_dropdown,
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speaker_segmentation_model_dropdown,
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input_num_speakers,
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input_threshold,
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microphone,
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],
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outputs=[recorded_output, recorded_html_info],
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)
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url_button.click(
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process_url,
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inputs=[
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embedding_framework_radio,
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embedding_model_dropdown,
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speaker_segmentation_model_dropdown,
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input_num_speakers,
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input_threshold,
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url_textbox,
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],
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outputs=[url_output, url_html_info],
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)
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gr.Markdown(description)
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if __name__ == "__main__":
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