Unlocking the Power of viⓍTTS: A Guide to Voice Cloning in Vietnamese

Apr 11, 2024 | Educational

Welcome to our comprehensive guide on using viⓍTTS, a transformative text-to-speech model that allows you to clone voices in multiple languages with just a 6-second audio clip. In this article, we will walk you through the basics of viⓍTTS, known limitations, and useful resources!

What is viⓍTTS?

viⓍTTS is a state-of-the-art voice generation model fine-tuned from the XTTS-v2.0.3 model. This incredible technology allows users to replicate voices across different languages effortlessly. By utilizing the viVoice dataset, it focuses on enhancing pronunciations specifically in Vietnamese.

Languages Supported

viⓍTTS supports a diverse array of languages. Here’s the complete list:

  • English (en)
  • Spanish (es)
  • French (fr)
  • German (de)
  • Italian (it)
  • Portuguese (pt)
  • Polish (pl)
  • Turkish (tr)
  • Russian (ru)
  • Dutch (nl)
  • Czech (cs)
  • Arabic (ar)
  • Chinese (zh-cn)
  • Japanese (ja)
  • Hungarian (hu)
  • Korean (ko)
  • Hindi (hi)
  • Vietnamese (vi)

Understanding Limitations

While viⓍTTS is groundbreaking, it does come with some known limitations:

  • Currently, it is incompatible with the original TTS library. A pull request addressing this issue will be made in the future.
  • Error rates may increase when processing input sentences containing fewer than 10 words in Vietnamese, leading to inconsistent output and odd trailing sounds.
  • This model has been fine-tuned only in Vietnamese; effectiveness with other languages has not been thoroughly tested, potentially resulting in reduced quality.

Demo and Usage

Curious to see viⓍTTS in action? Check out the demo here. For a seamless experience, we’ve also prepared a quick usage guide available in this notebook.

Troubleshooting

If you encounter any issues while using viⓍTTS, here are a few troubleshooting tips:

  • Make sure you have the correct audio format and length (6 seconds) for optimal performance.
  • For best results in Vietnamese, ensure that input sentences are varied in length to avoid monotony in output.
  • If you’re experiencing inconsistent outputs, double-check compatibility with the libraries in use.
  • For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.

Conclusion

At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.

With viⓍTTS, the world of voice cloning is now right at your fingertips. Don’t let limitations hold you back—explore this innovative technology and unlock new possibilities!

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