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Swar

Swar is an AI-powered confidence coach for spoken language.

Code Video Cerebral Valley

Core trick

Simulates speaking scenarios and gives spoken feedback that maps English concepts onto Hindi equivalents.

Tags

educationvoice

Description

Swar is an AI-powered confidence coach for spoken language. It helps the user who knows a non-native language but gets frozen when it comes to speak it in real life scenarios. If we take an example of a user whose native language is Hindi and want to be confident in speaking English. we simulate real-life scenarios - phone calls, doctor visits, shopping, office meetings. our feedback is warm and culturally aware. Instead of cold corrections, you hear: "Arre, thoda sa gadbad! Koi nahi..." We build psychological safety before linguistic accuracy, because confidence comes first. we use a Language Bridge Learning System. Every English concept is explained through Hindi equivalents and cultural context. "Postpone matlab 'टालना' - jaise aap kehte ho 'meeting kal ke liye टाल dete hain.'" We validate why English feels hard, because understanding the why removes the shame.
agarwalharshal/Swar★ 00 forksJavaScriptCreated Feb 14, 2026 · last push May 7, 2026

README excerpt

# Swar

> Voice-first English learning for Indian language speakers.

Swar helps learners practice spoken English with a simple loop: speak, listen, get feedback, and try again. It is built for users who understand English but need confidence speaking it aloud, with Gemini-powered translation, speech recognition, feedback, and text-to-speech.

## What It Does

| Mode                | Experience                                                                                   |
| ------------------- | -------------------------------------------------------------------------------------------- |
| Structured Learning | Practice vocabulary, spelling, and pronunciation foundations step by step.                   |
| Real-Life Scenarios | Roleplay practical conversations like airport check-in, restaurants, doctors, and cab rides. |
| Speech Therapy      | Practice difficult English sounds such as V/W, TH, SH/S/Z, long vowels, and silent letters.  |

## Highlights

- Voice-first flow with minimal typing
- Hindi-first explanations and encouragement
- Gemini audio transcription, feedback, and TTS
- AI persona conversations for everyday English practice
- Pronunciation levels focused on common Indian speaker challenges
- Clean mobile-style React interface with animated language backgrounds

## Tech Stack

| Layer    | Tools                                             |
| -------- | ------------------------------------------------- |
| Frontend | React 19, Vite, Tailwind CSS, shadcn/ui

Team