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795a174 e4d1fdf 795a174 28cac0d b00f97f 795a174 b00f97f 795a174 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 | import gradio as gr
import torch
from model import pred_audio
# Define the audio input component
input_audio = gr.Audio(sources=["upload"], waveform_options=dict(waveform_color="#01C6FF"), type="filepath")
output1 = gr.Number(label="ShallowCNN", show_label=True)
output2 = gr.Number(label="SimpleLSTM", show_label=True)
output3 = gr.Number(label="DTDNN", show_label=True)
output4 = gr.Number(label="Ensemble", show_label=True)
# Create the Gradio interface
interface = gr.Interface(
fn=pred_audio,
inputs=input_audio,
outputs=[output1, output2, output3, output4],
title="Audio DeepFake Detection"
)
interface.launch() |