Turn Any Bengali Audio Into Accurate Text.
Completely Offline.
A high-performance local AI desktop speech recognition studio powered by faster-whisper (CTranslate2). Specially tuned for Bengali (বাংলা) transcription, timestamped subtitles, silence removal, and zero cloud dependency.
Designed for Speed, Simplicity & Focus
Try the interactive preview below. It mirrors the exact layout, navigation sidebar, card architecture, and real-time streaming segments of the Windows desktop app.
Voxcribe — Speech-to-Text Studiov1.0.0Speech-to-Text Studio
Everything You Need for Flawless Audio Transcription
No expensive cloud subscriptions, no recording size limits, and zero privacy risks. Built for content creators, researchers, journalists, and students.
Bangla First & Multilingual
Carefully tuned for Bengali speech dialects, natural pauses, and mixed Bangla-English (Banglish) everyday language, with support for 90+ global languages.
100% Local & Private
Your audio and sensitive video files never leave your computer. Transcribe confidential interviews, legal audio, and personal voice memos with complete peace of mind.
CTranslate2 & GPU Acceleration
Up to 4x faster than standard OpenAI Whisper with lower memory footprint. Automatic NVIDIA CUDA GPU support (float16) or multithreaded CPU int8 quantization.
Silero VAD Silence Removal
Built-in Voice Activity Detection eliminates awkward audio silences and background noise before transcription, speeding up generation and keeping timestamps clean.
Creator-Ready Subtitles
Export timestamped `.srt` subtitles ready to drag-and-drop into Adobe Premiere, DaVinci Resolve, CapCut, or upload directly to YouTube Studio.
Modern Desktop UI
Clean CustomTkinter interface with light and dark mode, live streaming transcription display, one-click clipboard copy, and diagnostic logs.
Choose the Best Balance of Speed & Accuracy
Voxcribe downloads models once locally and caches them permanently on your device.
| Model | Parameters | VRAM / RAM | Relative Speed | Best For |
|---|---|---|---|---|
| tiny | 39 M | ~1 GB | ~32x | Ultra fast draft notes |
| base | 74 M | ~1 GB | ~16x | Clear studio audio & podcasts |
| smallRecommended | 244 M | ~2 GB | ~6x | Ideal balance of high accuracy & speed |
| medium | 769 M | ~5 GB | ~2x | Noisy speech & heavy accents |
| large-v3 | 1550 M | ~10 GB | 1x | Maximum precision studio master |
| turbo | 809 M | ~6 GB | ~8x | Fast high-accuracy v3 architecture |
Run as Desktop App or Command-Line Tool
Choose the method that suits your workflow best.
1. Download release package:
Download Voxcribe-Windows-x64.zip from GitHub Releases.
2. Extract the ZIP file:
Extract the folder anywhere on your Windows PC.
3. Launch Voxcribe:
Double-click Voxcribe.exe
Frequently Asked Questions
Start Transcribing Bengali Audio Today
Download the standalone Windows app or run it directly from source. Fast, private, and creator-ready.