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VALL-E download for Windows

Free download VALL-E Windows app to run online win Wine in Ubuntu online, Fedora online or Debian online

This is the Windows app named VALL-E whose latest release can be downloaded as GreatlyimprovedaccuracyandFixGPUmemoryincreaseduringtraining.zip. It can be run online in the free hosting provider OnWorks for workstations.

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VALL-E


DESCRIPTION

We introduce a language modeling approach for text to speech synthesis (TTS). Specifically, we train a neural codec language model (called VALL-E) using discrete codes derived from an off-the-shelf neural audio codec model, and regard TTS as a conditional language modeling task rather than continuous signal regression as in previous work. During the pre-training stage, we scale up the TTS training data to 60K hours of English speech which is hundreds of times larger than existing systems. VALL-E emerges in-context learning capabilities and can be used to synthesize high-quality personalized speech with only a 3-second enrolled recording of an unseen speaker as an acoustic prompt. Experiment results show that VALL-E significantly outperforms the state-of-the-art zero-shot TTS system in terms of speech naturalness and speaker similarity. In addition, we find VALL-E could preserve the speaker's emotion and acoustic environment of the acoustic prompt in synthesis.



Features

  • The pipeline of VALL-E is phoneme → discrete code → waveform
  • VALL-E generates the discrete audio codec codes based on phoneme and acoustic code prompts
  • VALL-E directly enables various speech synthesis applications
  • Zero-shot TTS, speech editing, and content creation
  • Combined with other generative AI models like GPT-3
  • VALL-E can synthesize personalized speech while maintaining the acoustic environment of the speaker prompt


Programming Language

Python


Categories

Large Language Models, Generative AI

This is an application that can also be fetched from https://sourceforge.net/projects/vall-e.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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