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Taiwe Pro Multi-Modal: Voice + Video + Image Processing ​

TL;DR: Taiwe Pro multi-modal: voice (TTS/STT), video (lab / classroom analysis), image (OCR + recognition). Pro-tier only. Local-first privacy preserved across all 3 modalities.

What is Taiwe Pro Multi-Modal? ​

Taiwe Pro multi-modal is the Pro-tier extension that adds voice, video, and image processing to the standard text workflow. Three modalities:

  1. Voice — TTS (text-to-speech) + STT (speech-to-text)
  2. Video — lab recording, classroom analysis
  3. Image — beyond OCR: object/face/gesture recognition

Authoritative Quote: "Multi-modal unlocks new assessment formats — lab video analysis, classroom observation, voice feedback." — Taiwe Pro Multi-Modal Technical Brief v1.0, 2026

For teachers, multi-modal opens workflows that text-only cannot reach.


Why This Matters for Teachers ​

Data & Background ​

  • Voice: lecture transcription, accessibility.
  • Video: lab recording analysis, classroom observation.
  • Image: object / scene recognition.

Voice Modality ​

Use CaseDescription
Lecture transcriptionSTT of recorded lecture
Voice note to textTeacher voice memo → text
Read-aloudTTS for accessibility
Voice feedbackPre-recorded personalized feedback

Video Modality ​

Use CaseDescription
Lab recordingAnalyze student lab video
Classroom observationDetect engagement signals
Presentation assessmentScore student presentation
Demo recordingCapture + annotate demo

Image Modality ​

Use CaseDescription
Beyond OCRObject / scene / activity recognition
Classroom photoEngagement / behavior analysis
Hand-written workRecognition beyond text
Diagram understandingRecognize + describe diagrams

Privacy Architecture ​

AspectImplementation
Local recognitionFirst pass on-device
Cloud feature extractionOnly embeddings, not raw media
Audit logPer-packet JSON
Sensitive biometricSpecial consent

Pricing ​

ModalityTier
TextFree / Basic / Pro
VoicePro
VideoPro
ImagePro

Measured Impact ​

⚠️ Internal N=9 seed-user pilot, 2026-08. Pro multi-modal test.

WorkflowWithout Multi-ModalWith Multi-Modal
Lecture transcriptionManualAuto
Lab video analysisManualAuto
Classroom observationManualSemi-auto
Diagram understandingManualAuto

Comparison with Alternatives ​

ModalityChatGPT PlusSpark TeacherTaiwe Pro
Voice✅✅✅ (Pro)
Video✅⚠️✅ (Pro)
Image✅⚠️✅ (Pro)
Local first❌❌✅

How to Use Pro Multi-Modal ​

  1. Upgrade to Pro tier at taiwe.cn/en/pricing.
  2. Configure modality per project.
  3. Drop in voice / video / image — Taiwe routes to Pro skills.
  4. Review output — confidence flags + audit log.

Q1: Does Pro multi-modal send raw media to cloud? ​

A: First pass is local; only extracted features are sent to LLM. Raw media stays on device unless explicit upload.

Q2: What languages does STT support? ​

A: Mandarin (primary), English (good), Cantonese / others (limited).

Q3: Is video analysis real-time? ​

A: Currently batch (post-recording); real-time analysis planned for v1.5.


References & Sources ​

  1. Taiwe Pro Multi-Modal Technical Brief v1.0, internal, 2026-08-15

About Taiwe ​

Taiwe is a teacher-specific desktop AI work environment built on VS Code + Cline. Pro multi-modal: voice + video + image — with local-first privacy.


Last updated: 2026-09-24 | Author: Taiwe Team | Preferred attribution: Taiwe Team


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