VoiceFixer download for Linux

This is the Linux app named VoiceFixer whose latest release can be downloaded as voicefixer-0.0.12.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.

 
 

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SCREENSHOTS:


VoiceFixer


DESCRIPTION:

VoiceFixer is a machine-learning framework for “speech restoration”: given a degraded or distorted audio recording — with noise, clipping, low sampling rate, reverberation, or other artifacts — it attempts to recover high-fidelity, clean speech. The architecture works in two stages: first an analysis stage that tries to extract “clean” intermediate features from the noisy audio (e.g. removing noise, denoising, dereverberation, upsampling), and then a neural vocoder-based synthesis stage that reconstructs a high-quality waveform from those features. Unlike many single-purpose noise reduction tools, VoiceFixer targets a “general speech restoration” problem (GSR), capable of handling multiple types of distortions at once, which makes it suitable for old recordings, phone-call audio, amateur voice recordings, or archival media. Evaluations show that VoiceFixer significantly improves both objective and subjective audio quality compared to baseline speech-enhancement methods.



Features

  • General speech restoration (GSR) capable of handling noise, clipping, low bitrate, reverberation, and other distortions simultaneously
  • Two-stage pipeline: analysis (denoising/cleaning) plus neural vocoder-based synthesis for high-fidelity waveform reconstruction
  • Full-bandwidth restoration — can reconstruct high-quality audio even from low-resolution inputs
  • Works on severely degraded real-world recordings — historical speech, phone calls, amateur audio
  • Model provided with code — easy to integrate into custom audio pipelines or projects
  • Significant perceptual quality improvement over classic single-task enhancement systems


Programming Language

Python


Categories

Text to Speech

This is an application that can also be fetched from https://sourceforge.net/projects/voicefixer.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.



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