Whisper Web UI Ultimate Published With So Many Features - 1-Click to Install Windows, RunPod, Massed Compute, Linux, CUDA 13, Torch 2.9.1 with pre-compiled wheels

[FurkanGozukara]

Whisper-WebUI Premium : https://www.patreon.com/posts/145395299

8 April 2026 - Version 5.0

• This is a massive update with so many new features

  • Get the latest zip file and make a fresh install please > https://www.patreon.com/posts/145395299

  • 1-Click to install on Windows, RunPod, SimplePod, Massed Compute, Linux

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• New preset save and load system with extremely well tested best_quality and fast pre-made presets

  • Presets are automatically loaded as you change them and also last used preset is remembered when you restart the app

  • Word Timestamps is enabled by default to improve quality but it also generates regular version as well automatically

• Download transcription button

• Open outputs folder button (all transcriptions automatically saved)

• Load video / audio file directly from path (useful for platforms like RunPod where Gradio upload is slow)

• The fast preset uses new custom in house implemented batch size 32 feature and it is literally blazing fast compared to all other existing Whisper apps and repos

• Fully supporting all kind of video and audio formats upload with full preview

• Batch folder processing process given folder all files automatically

• Live transcription Window that shows latest transcription live while processing

• At batch size 1 with best quality, 11x real time transcription speed (depends on GPU)

• At batch size 32 fast preset 15x to 30x real time transcription speed (depends on GPU)

• New feature Repeat Initial Prompt Every Window

• Supports all Whisper models like Large V1, Large V3, Turbo, Distill Large, Tiny, etc

• Supports following format outputs you can have checked all so all generated at the same time : SRT, WebVTT, txt, LRC,JSON, TSV

  • All outputs will have the same name as your input file name

• With sub process working system, you can cancel any processing immediately with 0 RAM or VRAM leak

• Fully supports Windows and Linux (use Massed Compute installer)

• Based on Python 3.11 VENV and CUDA 13 and Torch 2.9.1 with pre-compiled libraries like Flash Attention

• If you don't like output, try to enable / disable Condition On Previous Text it makes big difference

• The app supports 100 languages and 32 models

• Lots of Advanced Parameters and all set to best quality

• Built in Background Music Remover Filter

• Built in Voice Detection Filter

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• Fully detailed CMD output to watch entire progress

• Extremely optimized VRAM usage as low as 6 GB GPUs

• Some other utility features like YouTube, record from a Mic, T2T Translation, BGM Seperation

Full Page Screenshot