whisper-standalone-win  by Purfview

Standalone executables for local speech transcription

Created 3 years ago
3,207 stars

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Project Summary

This repository provides standalone Windows executables for OpenAI's Whisper and Faster-Whisper, targeting users who prefer not to manage Python environments. It offers a simplified way to perform speech-to-text transcription, with Faster-Whisper variants providing significant speed and resource improvements over the original Whisper model.

How It Works

The project packages pre-compiled versions of Whisper and Faster-Whisper, leveraging C++ compilation for standalone execution. Faster-Whisper, a key component, is optimized for speed and reduced memory usage, making it suitable for resource-constrained environments or faster processing. The executables can automatically detect and utilize CUDA-enabled GPUs for accelerated inference.

Quick Start & Requirements

  • Download executables from the Releases page.
  • Faster-Whisper executables are compatible with Windows 7, Linux v5.4, macOS v10.15 and above (x86-64).
  • Faster-Whisper-XXL/XXL Pro are compatible with Windows 10, Linux v5.15 and above (x86-64).
  • Whisper executables require Windows 10 and above (x86-64).
  • GPU acceleration requires CUDA detection.
  • A guide for command-line usage is available: youtube.com/watch?v=A3nwRCV-bTU

Highlighted Details

  • Faster-Whisper offers significant speed and resource improvements over original Whisper.
  • Faster-Whisper-XXL includes advanced features like MDX23 Kim_vocal_v2 audio preprocessing and multiple VAD methods.
  • Supports speaker diarization in XXL versions.
  • Progress bar displayed in the command-line title bar.

Maintenance & Community

  • Development appears to be primarily driven by the Purfview user.
  • Discussions regarding new features and issues are hosted in the Discussions section.

Licensing & Compatibility

  • The project bundles OpenAI's Whisper and Faster-Whisper, which have their own licenses. The specific license for the standalone executables themselves is not explicitly stated in the README.
  • Compatibility for commercial use or linking with closed-source applications would depend on the underlying Whisper and Faster-Whisper licenses.

Limitations & Caveats

The "Faster-Whisper" project is marked as deprecated in favor of "Faster-Whisper-XXL". A "Pro" version exists but is non-public and intended for donors. The README does not explicitly state the license for the compiled executables themselves, which could impact commercial use.

Health Check
Last Commit

11 months ago

Responsiveness

Inactive

Pull Requests (30d)
0
Issues (30d)
1
Star History
9 stars in the last 30 days

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