
Translatica
What if translation felt human?
Why Translatica?
Language is more than words.
It's memory. Emotion. Identity.
But most translation tools reduce it to data.
They lose the speaker behind the sentence.
Tone becomes flat. Emotion fades.
Presence disappears.
In education, students hear machinesβnot mentors.
In conversation, warmth turns cold.
In media, personality vanishes into monotone.
The problem isn't just what is translated.
It's how.
Because language carries meaningβ
but voice carries connection.
How we speak is as human as what we say.
Translatica was built to preserve both.
Not just to translate words,
but to speak them as you would.
That's why it's modular.
End-to-end systems are black boxesβ
opaque, rigid, and impossible to trust.
Modularity enables clarity.
It lets us listen, test, and evolve.
Translatica is transparent by design.
Each step intentional. Each part adjustable.
A pipeline built to preserve presence.
How It Works
A Modular Voice-Preserving Pipeline
Transcribe
Convert speech to text with speaker awareness
Whisper
Diarize
Identify and separate individual speakers
PyAnnote
Translate
Convert text while preserving context and tone
GPT-4
Re-speak
Generate speech in the original speaker's voice
F5/UniAudio
System Architecture
Cloud-Native, Scalable, Agile
UI
Vercel
Backend
AWS Lambda
Storage/Auth
Supabase
Pipeline
Modular orchestration
Key Achievements
Modular Pipeline
Central orchestration hub
Voice Preservation
Speaker identity across languages
20+ Languages
Scalable global architecture
Cloud Native
Serverless and scalable
Multi-Speaker Support
Advanced diarization
Ensemble Strategy
Multi-model accuracy
Real-Time Adaptation
Dynamic pipeline optimization
Voice Preservation
Speaker identity across languages
Modular Pipeline
Central orchestration hub
20+ Languages
Scalable global architecture
Cloud Native
Serverless and scalable
Multi-Speaker Support
Advanced diarization
Ensemble Strategy
Multi-model accuracy
Translatica isn't just a tool. It's a step toward translation that feels like a conversation.
Β© 2025 Baaz Jhaj