File size: 8,033 Bytes
f75fbc2 50d66f5 f75fbc2 1262daf f75fbc2 640eaac 1262daf 640eaac 82c65e9 1262daf f75fbc2 1262daf f75fbc2 1262daf f75fbc2 1262daf 50d66f5 3939d6f 10f9d9c 3939d6f 50d66f5 5bfafe8 10f9d9c 1262daf f75fbc2 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 |
import gradio as gr
from utils import *
import os
from leaderboard import build_leaderboard
# Custom CSS styling similar to the reference space
css = """
/* Custom CSS that works with Ocean theme */
.song-arena-header {
text-align: center;
padding: 20px;
margin-bottom: 20px;
border-radius: 10px;
}
.song-arena-logo {
max-width: 150px;
border-radius: 10px;
box-shadow: 0 4px 8px rgba(0,0,0,0.3);
}
.song-arena-title {
font-size: 28px;
margin-bottom: 10px;
}
.song-arena-subtitle {
margin-bottom: 15px;
}
.song-arena-description {
font-size: 16px;
margin: 0;
}
/* Resource links styling */
.resource-links {
display: flex;
justify-content: center;
flex-wrap: wrap;
gap: 8px;
margin-bottom: 25px;
}
.resource-link {
background-color: #222222;
color: #4aedd6;
border: 1px solid #333333;
padding: 8px 16px;
border-radius: 20px;
margin: 5px;
text-decoration: none;
display: inline-block;
font-weight: 500;
box-shadow: 0 2px 4px rgba(0, 0, 0, 0.3);
transition: all 0.2s ease;
}
.resource-link:hover {
background-color: #333333;
transform: translateY(-2px);
box-shadow: 0 3px 6px rgba(0, 0, 0, 0.4);
transition: all 0.2s ease;
}
.resource-link-icon {
margin-right: 5px;
}
/* Footer styling */
.song-arena-footer {
text-align: center;
margin-top: 30px;
padding: 15px;
}
/* Research warning */
.research-warning {
background-color: #ff4c4c;
color: white;
text-align: center;
padding: 10px;
border-radius: 8px;
font-weight: bold;
margin: 15px 0;
}
"""
def build_demo():
last_updated_path = 'results/last_updated.txt'
last_updated_str = ''
if os.path.exists(last_updated_path):
with open(last_updated_path, 'r') as f:
date = f.read()
last_updated_str = f"\nLast Updated: {date}"
with gr.Blocks(css=css) as demo:
state = gr.State()
# Header and Paper Information
gr.HTML(
"""
<div class="song-arena-header">
<div style="display: flex; justify-content: center; margin-bottom: 20px;">
<img src="https://i.postimg.cc/3Jx3yZ5b/real-vs-fake-sonics-w-logo.jpg" class="song-arena-logo">
</div>
<h1 class="song-arena-title">🎵 Song Arena</h1>
<h3 class="song-arena-subtitle">SONICS: Synthetic Or Not - Identifying Counterfeit Songs | ICLR 2025 [Poster]</h3>
<p class="song-arena-description">
Can you detect if a song is AI-generated or real? Test your skills!
</p>
</div>
"""
)
# Resource Links
gr.HTML(
"""
<div class="resource-links">
<a href="https://openreview.net/forum?id=PY7KSh29Z8" target="_blank" class="resource-link">
<span class="resource-link-icon">📄</span>Paper
</a>
<a href="https://huggingface.co/datasets/awsaf49/sonics" target="_blank" class="resource-link">
<span class="resource-link-icon">🎵</span>Dataset
</a>
<a href="https://huggingface.co/collections/awsaf49/sonics-spectttra-67bb6517b3920fd18e409013" target="_blank" class="resource-link">
<span class="resource-link-icon">🤖</span>Models
</a>
<a href="https://arxiv.org/abs/2408.14080" target="_blank" class="resource-link">
<span class="resource-link-icon">🔬</span>ArXiv
</a>
<a href="https://github.com/awsaf49/sonics" target="_blank" class="resource-link">
<span class="resource-link-icon">💻</span>GitHub
</a>
</div>
"""
)
# Research purpose warning
gr.HTML(
"""
<div class="research-warning">
⚠️ FOR RESEARCH PURPOSES ONLY ⚠️
</div>
"""
)
with gr.Tab("Song Generation", id=0):
gr.Markdown("# 🎵 Song Arena\nCan you detect if a song is AI-generated or real?")
with gr.Row():
with gr.Column():
gr.Markdown("### 👇 Click on **New Round** for a song!")
with gr.Row():
with gr.Column():
model_selector = gr.Markdown("", visible=True)
with gr.Row():
with gr.Column():
# heard_btn = gr.Button(
# value="🚩 Heard this song before", visible=False, interactive=False
# )
audio = gr.Audio(show_download_button=False)
with gr.Row():
real_btn = gr.Button(value="😃 Real", visible=False, interactive=False)
fake_btn = gr.Button(
value="🤖 Fake", visible=False, interactive=False
)
btn_list = [fake_btn, real_btn]
fake_btn.click(
fake_last_response,
inputs=[state],
outputs=[fake_btn, real_btn, model_selector]
)
real_btn.click(
real_last_response,
inputs=[state],
outputs=[fake_btn, real_btn, model_selector]
)
# heard_btn.click(generate_songs, state, [state, audio, model_selector])
new_round_button = gr.Button("🎵 New Round 🎵")
new_round_button.click(generate_songs, state, [state, audio, model_selector]).then(
enable_buttons_side_by_side,
inputs=None,
outputs=btn_list
)
# How It Works Section
with gr.Accordion("How It Works", open=True):
gr.Markdown("""
### The SONICS Game
This interactive game challenges you to distinguish between real songs created by humans and those generated by AI. Your votes help us understand how well humans can detect AI-generated music.
### Instructions:
- Click "New Round" to get a random song
- Listen carefully
- Vote whether you think it's real (human-created) or fake (AI-generated)
- Your scores will be tracked on the leaderboard
""")
with gr.Tab("Leaderboard", id=1):
gr.Markdown("# 🏆 Leaderboard 🏆" + last_updated_str)
gr.Dataframe(
headers=[
"🤖/ 😃",
"🗳️ Num Votes",
"📊 Sensitivity",
"📊 Specificity",
"📊 F-1",
],
datatype=[
"str",
"number",
"number",
],
value=build_leaderboard().values,
height=1200,
column_widths=[200, 100, 100, 100, 100, 100, 100],
wrap=False,
)
# Footer
gr.HTML(
"""
<div class="song-arena-footer">
<p>SONICS: Synthetic Or Not - Identifying Counterfeit Songs | ICLR 2025</p>
<p style="font-size: 12px;">For research purposes only</p>
</div>
"""
)
return demo
if __name__ == "__main__":
demo = build_demo()
demo.queue(max_size=20).launch(server_name="0.0.0.0") |