slslslrhfem commited on
Commit ·
afd98c4
1
Parent(s): f3cb625
change download mechanism
Browse files
app.py
CHANGED
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@@ -207,11 +207,20 @@ def find_song_file_by_title(song_title):
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return None
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@spaces.GPU(duration=300)
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def process_audio_for_matching(audio_file):
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if audio_file is None:
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return None, None, None, """
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<div style='text-align: center; color: #dc2626; padding:
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<h3>No Audio File</h3>
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<p>Please upload an audio file to get started!</p>
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</div>
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@@ -221,18 +230,18 @@ def process_audio_for_matching(audio_file):
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if result.get('message') != 'success':
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return None, None, None, f"""
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<div style="text-align: center; padding:
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<h3 style="color: #a16207;
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<p style="color: #a16207;
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</div>
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"""
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matches = result.get('matches', [])
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if not matches:
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return None, None, None, """
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<div style="text-align: center; padding:
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<h3 style="color: #a16207;
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<p style="color: #a16207;
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</div>
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"""
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@@ -250,7 +259,7 @@ def process_audio_for_matching(audio_file):
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else:
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audio_files[i] = None
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# Generate match results HTML
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matches_html = ""
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for match in matches:
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rank = match.get('rank', 0)
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@@ -264,29 +273,28 @@ def process_audio_for_matching(audio_file):
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rank_color = rank_colors.get(rank, '#6b7280')
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matches_html += f"""
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<div style="background: #ffffff; border-radius:
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border-left:
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<div style="display: flex; justify-content: space-between; align-items: center;
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<
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<
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<
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<div>
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<
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<
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</div>
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<div>
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<br><span style="color: #16a34a; font-size: 1.1em;">{library_time:.1f}s</span>
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</div>
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</div>
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</div>
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@@ -294,20 +302,13 @@ def process_audio_for_matching(audio_file):
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"""
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results_html = f"""
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<div style="background: #ffffff; border-radius:
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box-shadow: 0 4px
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<div style="text-align: center; margin-bottom:
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<
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<p style="color: #
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</div>
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-
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{matches_html}
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<div style="text-align: center; margin-top: 25px; padding: 15px; background: #f3f4f6; border-radius: 8px;">
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<p style="color: #374151; margin: 0; font-size: 0.95em;">
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<strong>Audio Players:</strong> Top 3 matched songs are available above. Timestamps show where similar vocals were found.
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</p>
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</div>
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</div>
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"""
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@@ -325,124 +326,53 @@ custom_css = """
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border-radius: 16px !important;
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box-shadow: 0 4px 20px rgba(0,0,0,0.08) !important;
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margin: 0 auto !important;
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padding:
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max-width:
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border: 1px solid #e5e7eb !important;
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}
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h1 {
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text-align: center !important;
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font-size: 2.5em !important;
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font-weight: 700 !important;
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margin-bottom: 15px !important;
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color: #111827 !important;
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}
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.gradio-markdown p {
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text-align: center !important;
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font-size: 1.1em !important;
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color: #374151 !important;
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margin-bottom: 25px !important;
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line-height: 1.6;
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}
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.upload-container {
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background: #ffffff !important;
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border-radius: 12px !important;
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padding: 25px !important;
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border: 2px dashed #d1d5db !important;
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margin-bottom: 25px !important;
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transition: all 0.3s ease !important;
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}
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.upload-container:hover {
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border-color: #2563eb !important;
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background: #f9fafb !important;
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}
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.output-container {
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background: #ffffff !important;
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border-radius: 12px !important;
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padding: 20px !important;
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border: 1px solid #e5e7eb !important;
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min-height: 200px !important;
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}
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.gr-button {
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background: #2563eb !important;
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color: #ffffff !important;
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border: none !important;
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border-radius: 8px !important;
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padding: 12px 24px !important;
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font-weight: 500 !important;
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font-size: 1em !important;
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transition: all 0.2s ease !important;
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}
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.gr-button:hover {
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background: #1d4ed8 !important;
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transform: translateY(-1px) !important;
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box-shadow: 0 4px 12px rgba(37, 99, 235, 0.25) !important;
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}
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@media (max-width: 768px) {
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h1 { font-size: 2em !important; }
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.main-container { margin: 10px !important; padding: 25px !important; }
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.upload-container { padding: 20px !important; }
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}
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"""
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# Gradio interface with
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label="Upload Your Audio File",
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elem_classes=["upload-container"]
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),
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outputs=[
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gr.Audio(
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label="Match #1 Audio",
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elem_classes=["output-container"]
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),
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gr.Audio(
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label="Match #2 Audio",
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elem_classes=["output-container"]
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),
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gr.Audio(
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label="Match #3 Audio",
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elem_classes=["output-container"]
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),
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gr.HTML(
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label="Analysis Results",
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elem_classes=["output-container"]
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)
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],
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title="Music Plagiarism Detection",
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description="""
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<div style="text-align: center; font-size: 1.1em; color: #374151; margin: 25px 0; line-height: 1.6;">
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<p><strong>Music Plagiarism Detection: Problem Formulation and a Segment-based Solution</strong></p>
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<p style="font-size: 0.9em; color: #6b7280; margin:
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Authors: Seonghyeon Go, Yumin Kim
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MIPPIA Inc.<br>
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Submitted to ICASSP 2026
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</p>
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<hr style="border: none; border-top: 1px solid #e5e7eb; margin:
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<p><strong>Demo Version Notice:</strong><
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<p style="font-size: 0.95em; color: #dc2626; font-weight: 600; margin-top: 15px;">
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Processing can take up to 2 minutes per file
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</p>
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<p style="font-size: 0.95em; color: #6b7280; margin-top: 10px;">
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Supported formats: MP3, WAV, M4A, FLAC
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</p>
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</div>
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""",
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)
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if __name__ == "__main__":
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demo.launch(
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return None
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def format_time(seconds):
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"""Convert seconds to MM:SS format"""
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if seconds is None or seconds < 0:
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return "0:00"
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minutes = int(seconds // 60)
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seconds = int(seconds % 60)
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return f"{minutes}:{seconds:02d}"
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@spaces.GPU(duration=300)
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def process_audio_for_matching(audio_file):
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if audio_file is None:
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return None, None, None, """
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<div style='text-align: center; color: #dc2626; padding: 20px; background: #fef2f2; border-radius: 8px;'>
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<h3>No Audio File</h3>
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<p>Please upload an audio file to get started!</p>
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</div>
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if result.get('message') != 'success':
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return None, None, None, f"""
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<div style="text-align: center; padding: 20px; background: #fefce8; border-radius: 8px;">
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<h3 style="color: #a16207;">No Matches Found</h3>
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<p style="color: #a16207;">{result.get('message', 'Unknown error occurred')}</p>
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</div>
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"""
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matches = result.get('matches', [])
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if not matches:
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return None, None, None, """
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<div style="text-align: center; padding: 20px; background: #fefce8; border-radius: 8px;">
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<h3 style="color: #a16207;">No Matches Found</h3>
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<p style="color: #a16207;">No matching vocals found in the dataset.</p>
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</div>
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"""
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else:
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audio_files[i] = None
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# Generate match results HTML - compact horizontal layout
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matches_html = ""
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for match in matches:
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rank = match.get('rank', 0)
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rank_color = rank_colors.get(rank, '#6b7280')
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matches_html += f"""
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<div style="background: #ffffff; border-radius: 8px; padding: 15px; margin: 10px 0;
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border-left: 4px solid {rank_color}; box-shadow: 0 2px 8px rgba(0,0,0,0.1);">
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<div style="display: flex; justify-content: space-between; align-items: center;">
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<div style="flex: 1;">
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<h4 style="color: #111827; margin: 0; font-size: 1.1em;">
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<span style="background: {rank_color}; color: white; padding: 2px 6px; border-radius: 10px; font-size: 0.8em; margin-right: 8px;">
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#{rank}
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</span>
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{song_title}
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</h4>
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</div>
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<div style="display: flex; gap: 15px; align-items: center;">
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<div style="text-align: center;">
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<small style="color: #6b7280;">Your Audio</small>
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<div style="color: #dc2626; font-weight: 600;">{format_time(test_time)}</div>
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</div>
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<div style="text-align: center;">
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<small style="color: #6b7280;">Matched At</small>
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<div style="color: #16a34a; font-weight: 600;">{format_time(library_time)}</div>
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</div>
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<div style="background: #f3f4f6; color: #111827; padding: 4px 10px; border-radius: 12px; font-weight: 600; font-size: 0.9em;">
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{confidence}
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</div>
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</div>
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</div>
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"""
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results_html = f"""
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<div style="background: #ffffff; border-radius: 12px; padding: 20px;
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box-shadow: 0 4px 15px rgba(0,0,0,0.08); border: 1px solid #e5e7eb;">
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<div style="text-align: center; margin-bottom: 20px;">
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<h3 style="color: #111827; margin: 0;">Vocal Matching Results</h3>
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<p style="color: #6b7280; margin: 5px 0;">Found {len(matches)} similar vocals in Covers80 dataset</p>
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</div>
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{matches_html}
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</div>
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"""
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border-radius: 16px !important;
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box-shadow: 0 4px 20px rgba(0,0,0,0.08) !important;
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margin: 0 auto !important;
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padding: 30px !important;
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max-width: 1200px;
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border: 1px solid #e5e7eb !important;
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}
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"""
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# Gradio interface with horizontal layout
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with gr.Blocks(css=custom_css, theme=gr.themes.Soft(), title="Music Plagiarism Detection") as demo:
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gr.Markdown("""
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<div style="text-align: center; margin-bottom: 20px;">
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<h1 style="color: #111827; font-size: 2.2em; margin-bottom: 10px;">Music Plagiarism Detection</h1>
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<p><strong>Music Plagiarism Detection: Problem Formulation and a Segment-based Solution</strong></p>
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<p style="font-size: 0.9em; color: #6b7280; margin: 8px 0;">
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Authors: Seonghyeon Go, Yumin Kim | MIPPIA Inc. | Submitted to ICASSP 2026
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</p>
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<hr style="border: none; border-top: 1px solid #e5e7eb; margin: 15px 0;">
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<p><strong>Demo Version Notice:</strong> This demo differs from the paper version and focuses exclusively on vocal segment transcription.</p>
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<p style="font-size: 0.9em; color: #6b7280; margin: 8px 0;">
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Structure analysis has been excluded for optimization. Results are derived from all downbeats,
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which may cause some timestamps to appear less precise than expected.
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</p>
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<p style="color: #dc2626; font-weight: 600;">Processing can take up to 2 minutes per file</p>
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</div>
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""", elem_classes=["main-container"])
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# Input section
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with gr.Row():
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audio_input = gr.Audio(type="filepath", label="Upload Your Audio File")
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with gr.Row():
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submit_btn = gr.Button("Analyze Audio", variant="primary", size="lg")
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# Output section - horizontal layout
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with gr.Row():
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with gr.Column(scale=1):
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audio1 = gr.Audio(label="Match #1", show_label=True)
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audio2 = gr.Audio(label="Match #2", show_label=True)
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audio3 = gr.Audio(label="Match #3", show_label=True)
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with gr.Column(scale=1):
|
| 369 |
+
results = gr.HTML(label="Analysis Results")
|
| 370 |
+
|
| 371 |
+
submit_btn.click(
|
| 372 |
+
fn=process_audio_for_matching,
|
| 373 |
+
inputs=[audio_input],
|
| 374 |
+
outputs=[audio1, audio2, audio3, results]
|
| 375 |
+
)
|
| 376 |
|
| 377 |
if __name__ == "__main__":
|
| 378 |
demo.launch(
|