Feature Reference

Candidate Interview Features

Feature	Description
Resume-aware questioning	Generates questions based on candidate resume content
JD-aware interview mode	Aligns questions with target job description
Coding round	Supports technical problem solving and evaluation
Face-to-face round	Simulates interviewer-style probing questions
Candidate report	Produces structured evaluation output

Feature	Description
Adaptive training catalog	Creates targeted training topics from weaknesses
Concept slides	Shows definition, relevance, interviewer rationale, checkpoint
Live browser teaching	Fast preview with installed browser voice
XTTS generated teaching	Uses authorized voice sample to generate lecture audio
Digital-human video	Uses SadTalker/Wav2Lip to render the presenter

Feature	Description
Authorized presenter photo	Uses a selected/consented presenter source image
Authorized voice sample	Uses 30–90 second user-approved voice sample
Background generation	Runs audio and video generation without blocking UI
Cached prefetch	Reuses previous generated outputs
YouTube-style player	Play/pause, seek, speed, volume, forward/back controls
Final MP4 download	Downloads video + generated audio together

Feature	Description
Consent checkbox	Requires explicit model terms and voice-use acknowledgement
No silent fake fallback	Does not silently switch to automated voice
User-approved fallback	Automated voice can be used only after user approval
Separate evidence capture	Candidate capture is separate from digital presenter generation