ferhatbou commited on
Commit
1d0abcd
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1 Parent(s): 52756c4

Add application file

Browse files
.idea/.gitignore ADDED
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+ # Default ignored files
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+ /shelf/
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+ /workspace.xml
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+ # Editor-based HTTP Client requests
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+ /httpRequests/
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+ # Datasource local storage ignored files
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+ /dataSources/
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+ /dataSources.local.xml
.idea/detect_English_language_speaking.iml ADDED
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+ <?xml version="1.0" encoding="UTF-8"?>
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+ <module type="PYTHON_MODULE" version="4">
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+ <component name="NewModuleRootManager">
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+ <content url="file://$MODULE_DIR$" />
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+ <orderEntry type="inheritedJdk" />
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+ <orderEntry type="sourceFolder" forTests="false" />
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+ </component>
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+ </module>
.idea/inspectionProfiles/profiles_settings.xml ADDED
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+ <component name="InspectionProjectProfileManager">
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+ <settings>
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+ <option name="USE_PROJECT_PROFILE" value="false" />
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+ <version value="1.0" />
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+ </settings>
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+ </component>
.idea/misc.xml ADDED
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+ <?xml version="1.0" encoding="UTF-8"?>
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+ <project version="4">
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+ <component name="Black">
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+ <option name="sdkName" value="Python 3.10 (resume_processor)" />
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+ </component>
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+ <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (resume_processor)" project-jdk-type="Python SDK" />
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+ </project>
.idea/modules.xml ADDED
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+ <?xml version="1.0" encoding="UTF-8"?>
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+ <project version="4">
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+ <component name="ProjectModuleManager">
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+ <modules>
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+ <module fileurl="file://$PROJECT_DIR$/.idea/detect_English_language_speaking.iml" filepath="$PROJECT_DIR$/.idea/detect_English_language_speaking.iml" />
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+ </modules>
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+ </component>
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+ </project>
.idea/vcs.xml ADDED
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+ <?xml version="1.0" encoding="UTF-8"?>
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+ <project version="4">
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+ <component name="VcsDirectoryMappings">
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+ <mapping directory="" vcs="Git" />
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+ </component>
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+ </project>
VideoAccentAnalyzer.py ADDED
File without changes
app.py ADDED
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+ import gradio as gr
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+ from VideoAccentAnalyzer import VideoAccentAnalyzer
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+ import ffmpeg
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+ import os
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+
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+ analyzer = VideoAccentAnalyzer()
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+
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+
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+ def analyze_video(url=None, video_file=None):
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+ if url:
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+ result = analyzer.analyze_video_url(url)
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+ elif video_file:
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+ result = analyzer.analyze_local_video(video_file)
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+ else:
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+ return "Please provide a video URL or upload a file"
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+
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+ if 'error' in result:
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+ return f"❌ Error: {result['error']}"
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+
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+ # Format results as markdown
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+ markdown = f"## 🎯 Results\n"
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+ markdown += f"**Predicted Accent:** {result['predicted_accent']}\n"
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+ markdown += f"**Confidence:** {result['accent_confidence']:.1f}%\n"
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+ markdown += f"**English Confidence:** {result['english_confidence']:.1f}%\n\n"
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+ markdown += "### πŸ“Š Probability Breakdown:\n"
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+
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+ for accent, prob in sorted(result['all_probabilities'].items(),
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+ key=lambda x: x[1], reverse=True):
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+ markdown += f"- {accent}: {prob:.1f}%\n"
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+
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+ return markdown
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+
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+
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+ # Create Gradio interface
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+ interface = gr.Interface(
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+ fn=analyze_video,
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+ inputs=[
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+ gr.Textbox(label="Video URL (YouTube/Loom/Direct MP4)"),
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+ gr.File(label="Or Upload Video File", type="filepath")
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+ ],
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+ outputs=gr.Markdown(label="Analysis Results"),
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+ examples=[
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+ ["https://www.youtube.com/watch?v=NO5SbsvIjHE ", None],
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+ [None, "/kaggle/input/test-video.mp4"]
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+ ],
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+ title="🎧 Video Accent Analyzer",
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+ description="Analyze accents in videos from YouTube, Loom, or uploaded files. Supports English accents only."
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+ )
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+
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+ if __name__ == "__main__":
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+ interface.launch()
requirements.txt ADDED
File without changes
setup.sh ADDED
File without changes