Force equal modality weights — flat 25% each, no confidence adjustment

Reduce joy bias in prosodic analysis, add anger for high energy

Equal 25% weights for all modalities

Fix stop button — moved below columns, always visible during session

Revert whisper small back to base — small too heavy for free tier

Remove New Session button — single Done button after report

Fix report not showing — allow report view after trial expires + auto-report on timer end

Restore face confidence levels

Switch whisper base->small for much better multilingual STT

Add Greek/Spanish/French/German multilingual keywords + non-English keyword priority

Add voice/text/posture override fuzzy rules + face contradiction rules + stronger rule blending

Move language selector under Ready to Stream panel in results column

Move language selector to main page above video stream

Add Streamlit stop button + improve language selector (English default)

Switch whisper tiny->base for better multilingual STT + beam_size=3 + VAD filter

Increase video window height (480-680px) and frame height (620px)

Increase audio chunks to 5s for better STT accuracy

Non-blocking processing threads + webm-to-wav for whisper + hallucination filter

Add ffmpeg system package for audio conversion

Update modality display names for posture/gesture

Update modality label to Posture/Gesture

Add gesture detection with MediaPipe Hands (fist, open palm, pointing)

Add language selector + anger support

Language param + posture every 2nd frame

Add anger fusion rule R12

Add anger posture heuristics

Add anger keywords and mappings

Fix webm audio decoding + anger detection

Map angry to ANGER instead of DISGUST

Add anger as 9th emotion label

Add EmoSphere logo

Switch to multilingual whisper tiny model (99 languages)

Enlarge webcam video - bigger height, wider column

Enlarge webcam video - bigger height, wider column

Update webcam_component/index.html - custom webcam component, no WebRTC

Update live_processor.py - custom webcam component, no WebRTC

Update requirements.txt - custom webcam component, no WebRTC

Update app.py - custom webcam component, no WebRTC

Update requirements.txt - live streaming primary, stop button, remaining time, updated description

Update app.py - live streaming primary, stop button, remaining time, updated description

Update requirements.txt - remove WebRTC, unified video upload + camera capture

Update app.py - remove WebRTC, unified video upload + camera capture

Update live_processor.py - unified live+video view, no separate tabs

Update app.py - unified live+video view, no separate tabs

Clear used emails for testing

Update requirements.txt - live session with Mamdani fuzzy fusion

Update app.py - live session with Mamdani fuzzy fusion

Update session_report.py - live session with Mamdani fuzzy fusion

Update live_processor.py - live session with Mamdani fuzzy fusion

Update fuzzy_fusion.py - live session with Mamdani fuzzy fusion