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VoooAI – natural language to multi-modal AI pipelines
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hkljjkl
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GitHub Repository
0 starsPython
Real-Life Deception Detection Without Uploading Video
by ksingla025·Jun 21, 2026·2 points·2 comments
AI Analysis
●MidBold Bet
Requires external Whissle gateway with auth token; core ML runs on their service, not locally.
Strengths
- •Leave-One-Speaker-Out cross-validation prevents models from memorizing speaker identity instead of deception cues.
- •Three-lane architecture fuses transcript metadata, visual markers, and local librosa prosody features.
Weaknesses
- •External gateway dependency means you cannot run the pipeline without their proprietary service and API token.
- •Deception detection from video lacks scientific consensus; small dataset of 121 clips limits generalization claims.
Category
Target Audience
Researchers studying deception detection or multi-modal ML pipelines
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Affectiva · nVISO · iMotions
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