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complete the following task with sour code, explanation and referencs if available.
Overview:
At REM Waste, we’re building intelligent tools to automate real hiring decisions. As part of your interview, we’d like you to complete a practical challenge that reflects the kind of work you’ll be doing here—solving real-world problems using AI tools.
Challenge Task:
Objective:
Build a working script or simple tool that can do the following:
1. Accept a public video URL (e.g., Loom or direct MP4 link).
2. Extract the audio from the video.
3. Analyze the speaker’s accent to detect English language speaking candidates.
4. Output:
- Classification of the accent (e.g., British, American, Australian, etc.)
- A confidence in English accent score (e.g., 0-100%)
- A short summary or explanation (optional)
This tool will be used internally to help evaluate spoken English for hiring purposes.
What We're Looking For:
Top Priority:
- Practicality – Can you build something that actually works?
- Creativity – Did you come up with a smart or resourceful solution?
- Technical Execution – Is it clean, testable, and logically structured?
You’re free to use any tools or languages you’re comfortable with (Python, JavaScript, no-code tools, open-source APIs, etc.).
Deliverables:
- A working script, notebook, or small app (CLI, Streamlit, Flask—your choice)
- Deploy it somewhere with simple UI so it can be tested by clicking the link
- You can submit your work [72 hours from the receipt of this email] via this form: https://forms.gle/PTdcsAUGCKUi1BKP6.
Time Expectation:
This task is unpaid, so please don’t spend more than 4–6 hours. We’re looking for working proof-of-concept, not perfection. If you already have something similar, feel free to repurpose or expand it.
Evaluation: (Pass/Fail Screening)
Area
Must-Have for Pass
Notes
Functional Script
Yes
Must run and return accent classification
Logical Approach
Yes
Uses valid methods for transcription + scoring
Setup Clarity
Yes
Clear README to test it
Accent Handling (English)
Yes
Only English accents are needed
Bonus: Confidence Scoring
Optional
Points for extra polish or creativity |