RIP ELEVENLABS! Create BEST TTS AI Voices LOCALLY For FREE!

Aitrepreneur
9 May 202417:45

Summary

TLDRThe video script introduces viewers to a comprehensive guide on creating custom text-to-speech (TTS) voices using AI on a local computer. The presenter, SK, outlines various methods ranging from a quick 10-second voice cloning technique to a more sophisticated, high-quality TTS model training process that requires only 2 minutes of audio. The video demonstrates how to install necessary software, use different web UIs for voice cloning and fine-tuning, and integrate the generated TTS audio with RVC (Reverse Voice Conversion) for enhanced voice quality. The ultimate goal is to enable users to produce high-fidelity TTS without incurring hefty fees for third-party services, offering a cost-effective solution for personalized voice generation.

Takeaways

  • 🎉 You can create custom text-to-speech (TTS) AI voices on your local computer without paying high fees for pre-made AI voices.
  • 🔧 There are various methods available, ranging from quick 10-second voice cloning to more sophisticated techniques for higher quality TTS.
  • 📈 The process starts with installing necessary software like FFMpeg and Python, and can be done via one-click installers for patrons or manually.
  • 📊 A graphic is provided to visualize the different methods for creating TTS voices, catering to different user needs and skill levels.
  • ⏱ With just 10 seconds of audio, you can clone a voice using the XTTS web UI, which is the easiest and quickest method demonstrated.
  • 📚 For better quality, you can train your own XTTS model using only 2 minutes of audio, which captures the nuances of the speaker's voice.
  • 🔗 The training process is straightforward and does not require a powerful GPU, making it accessible for most users.
  • 🤖 By using RVC (Reverse Voice Conversion), you can further improve the TTS audio to closely resemble the original voice, even of public figures.
  • 🌐 There's an XTS-RVC UI that automates the process of generating TTS audio and then converting it with RVC, simplifying the workflow.
  • 📝 The final 'Uber' method combines fine-tuned XTTS models with RVC for the highest quality and authenticity in TTS voice generation.
  • 💾 Once you have your custom TTS model, you can use it without limitations, making it a cost-effective solution for voice generation needs.
  • 📁 The script provides guidance on how to install and use the different tools, including tips for patrons and manual installation steps for all users.

Q & A

  • What is the purpose of the video?

    -The video aims to guide viewers on how to create custom text-to-speech AI voices on their local computer using various methods, from quick cloning with a short audio clip to training a more sophisticated model for higher quality results.

  • What are the two ways to install the required software for creating custom AI voices?

    -The two ways to install the required software are using the one-click installer available for Patreon supporters, which automatically installs FFMpeg and adds it to the path, and the manual way which requires having Python, FFMpeg, and the C++ build tools installed beforehand.

  • How long of an audio clip is needed for the simplest voice cloning method?

    -For the simplest voice cloning method, only 10 seconds of an audio clip is needed.

  • What is the minimum duration of audio required for training a custom text-to-speech model in the medium method?

    -In the medium method, a minimum of 2 minutes of audio is required for training a custom text-to-speech model.

  • How does the RVC software contribute to the final output of the text-to-speech process?

    -RVC (Resemblyzer Voice Converter) is used to further refine the generated text-to-speech audio by converting it to a voice that closely resembles a provided reference voice, significantly enhancing the quality and authenticity of the output.

  • What is the 'Uber text to speech method' and how does it differ from the medium method?

    -The 'Uber text to speech method' is a combination approach that involves using a fine-tuned XTTS model to generate audio and then importing that into RVC for further enhancement. It differs from the medium method by including the step of fine-tuning the model from scratch, which allows for more personalized and higher quality voice replication.

  • How can one obtain the PDF guide for remembering the steps to create custom AI voices?

    -The PDF guide can be obtained for free on the creator's Patreon page, which is linked in the video description.

  • What is the advantage of using the XTTS fine-tune web UI for training a custom model?

    -The XTTS fine-tune web UI allows users to train their own text-to-speech model using a relatively short audio clip. This enables the model to learn the specific accent, speaking style, and voice characteristics of the speaker, leading to a more personalized and accurate voice output.

  • What is the role of FFMpeg in the process of creating custom AI voices?

    -FFMpeg is a multimedia framework that is required for the installation process. It is used for handling various multimedia files and is essential for the proper functioning of the text-to-speech software.

  • How does the XTTS RVC UI automate the process of creating custom AI voices?

    -The XTTS RVC UI automates the process by integrating both the text-to-speech generation and the voice conversion steps into a single interface. Users can input text, select an RVC voice model, and upload a reference voice sample to automatically generate and convert the voice.

  • What is the significance of using a longer audio clip for training the text-to-speech model?

    -Using a longer audio clip, ideally around 10 minutes, provides the model with more data to learn from, which can result in a more accurate and higher quality replication of the speaker's voice.

  • How does the video help those who are tired of paying high fees for AI voice services?

    -The video provides a comprehensive guide on how to create custom AI voices without the need for expensive third-party services, empowering users to generate high-quality voice outputs at a fraction of the cost.

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Text-to-SpeechVoice CloningAI TechnologyLocal ComputingCustom VoicesAudio ProcessingSoftware TutorialVoice SynthesisSpeech AITech Guide
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