RIP ELEVENLABS! Create BEST TTS AI Voices LOCALLY For FREE!
TLDRThis video provides a comprehensive guide on creating high-quality, custom text-to-speech (TTS) AI voices on your local computer for free. The host, SK, introduces various methods ranging from a quick 10-second voice cloning to an in-depth training of a personalized TTS model using just 2 minutes of audio. The video also demonstrates how to utilize RVC (Reverse Voice Conversion) for further voice enhancement. Additionally, it covers the installation process of necessary software and guides viewers through the steps to generate their own TTS models. The ultimate method, called the Uber text-to-speech method, combines the fine-tuned TTS model with RVC for an exceptionally authentic voice output. The video concludes with an offer to access a helpful PDF guide on Patreon and an encouragement for viewers to experiment with these tools to avoid costly third-party software subscriptions.
Takeaways
- 📢 The video provides methods to create custom text-to-speech (TTS) AI voices locally for free.
- 🔧 Two installation methods are available: a one-click installer for patrons and a manual installation process.
- 💻 Requirements for manual installation include Python for Windows, FFMpeg, and C++ build tools.
- ⏱ The quickest method demonstrated uses just 10 seconds of audio to clone a voice.
- 🌐 Multiple languages are supported for voice cloning and text-to-speech generation.
- 📈 A more advanced method involves fine-tuning an XTTS model with only 2 minutes of audio.
- 🎓 The training process for the TTS model allows customization of the speaker's accent, speech patterns, and speed.
- 🔗 RVC (Reverse Voice Conversion) is introduced as a tool to further improve the cloned voice quality.
- 🤖 An automatic method using XTS-RVC UI streamlines the process of generating and converting audio with less manual effort.
- 📈 The 'Uber' method combines fine-tuned TTS models with RVC for the highest quality voice cloning.
- 📚 A PDF guide is available for free on Patreon for those who wish to remember the steps visually.
- 🌟 The presenter emphasizes the value of creating high-quality TTS voices without incurring high costs from third-party software.
Q & A
What is the purpose of the video?
-The purpose of the video is to guide viewers on how to create custom text-to-speech AI voices on their local computer for free, using various methods ranging from quick cloning with a short audio clip to training a more sophisticated model.
What are the two ways to install the required software mentioned in the video?
-The two ways to install the required software are using the one-click installer available for Patreon supporters, or manually by ensuring Python, FFMpeg, and the C++ build tools are installed and then cloning the repositories for each web UI.
How much audio 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 to train a basic XTTS model?
-The minimum duration of audio required to train a basic XTTS model is 2 minutes.
How does the video help in visualizing the different methods of creating TTS voices?
-The video includes a graphic to help visualize the different methods, catering to various levels of effort and quality, from the super lazy 10-second voice cloning to the ultimate, high-quality text-to-speech voice.
What is the role of FFMpeg in the process?
-FFMpeg is a multimedia framework that is required for the installation process. It is used to handle audio and video processing tasks and is automatically added to the system path during the installation.
What is the benefit of using the 'Uber' text-to-speech method?
-The 'Uber' text-to-speech method combines the generated audio from a fine-tuned XTTS model with RVC (Reverse Voice Conversion) to produce a highly authentic and high-quality voice that closely resembles the original speaker.
How does the video ensure that viewers can achieve the best results regardless of their goals?
-The video provides a range of methods, from quick and easy to more complex and high-quality, allowing viewers to choose a method that best suits their needs and the level of quality they desire.
What is the recommended software for voice conversion?
-The recommended software for voice conversion is RVC (Reverse Voice Conversion), which is capable of cloning a voice to a near-perfect level.
How can viewers get the PDF guide for free?
-Viewers can get the PDF guide for free by supporting the creator on Patreon, where it will be made available in the description.
What does the video claim about the final audio quality achievable with the described methods?
-The video claims that the final audio quality achievable with the described methods is the highest level of quality and authenticity possible for text-to-speech on a local computer.
What is the advantage of using the XTTS fine-tune web UI?
-The XTTS fine-tune web UI allows users to train their own text-to-speech model using a short audio clip, enabling the model to replicate the accent, speaking style, speed, and unique quirks of the speaker.
Outlines
🎉 Introduction to Custom Text-to-Speech AI Voices
The video introduces a comprehensive guide on creating custom text-to-speech AI voices using various methods, from quick cloning with a 10-second audio clip to training an advanced model for high-quality voice synthesis. The host, SK, promises to cover a range of methods suitable for different user needs and skill levels, including a one-click installation process for patrons and a manual installation guide for others. The video also mentions the use of FFMpeg and the importance of running certain installations as an administrator.
🚀 Quick Cloning Technique and Training Your Own Model
The host demonstrates the 'quick cloning technique' using the XTTS web UI, which requires only 10 seconds of audio to clone a voice. The process involves inputting text, selecting a language, uploading a voice clip, and generating the AI voice. The video then transitions into training a custom text-to-speech model using the XTTS fine-tune web UI, which requires just 2 minutes of audio. The host shares a trick for extending a short audio clip into a longer one using Audacity and emphasizes the importance of using a longer, higher-quality audio clip for better results.
🎙️ Advanced Voice Cloning with RVC and XTS-RVC UI
The video moves on to the 'ultimate text-to-speech combination,' which involves using the generated audio from text-to-speech and refining it with RVC (Reverse Voice Converter). The host explains that RVC is a powerful tool for voice cloning but requires an initial audio file. The process is shown for using RVC with a pre-trained voice model. Additionally, the host introduces the XTS-RVC UI, which automates the entire process, allowing users to input text, select a voice model, and generate a voice-cloned audio file with a single click.
🌟 The Ultimate Uber Text-to-Speech Method
The final section of the video outlines the 'Uber text-to-speech method,' which combines the fine-tuned XTTS model with RVC for the highest quality voice synthesis. The host guides viewers on how to use their custom Obama XTTS model within the XTTS web UI and then further refine it using RVC. The process results in an audio file that closely resembles the original voice, offering a high level of authenticity and quality. The host also mentions that the fine-tuned model can be used within the XTS-RVC UI for automated voice cloning. The video concludes with an invitation to support the host on Patreon for priority support and additional resources.
Mindmap
Keywords
💡Text to Speech (TTS)
💡Voice Cloning
💡Local Text Speech AI
💡FFMpeg
💡Python
💡Xtts (eXtreme Text-to-Speech)
💡Audio Clip
💡Training a Model
💡RVC (Resemblyzer Voice Cloning)
💡Web UI (Web User Interface)
💡Fine-tuning
💡Uber Text to Speech
Highlights
Discover how to create custom text-to-speech AI voices on your local computer for free.
Explore a range of methods from quick 10-second voice cloning to the ultimate high-quality voice generation.
Install necessary software easily using one-click installers or manual methods.
Learn how to use the one-click installer for Patreon supporters to get started quickly.
Understand the process of installing FFMpeg and adding it to the system path for voice processing.
Gain insights on installing multiple Wave UIs for different voice synthesis needs.
Find out how to clone a voice with just 10 seconds of audio using the XTTS web UI.
Create a text-to-speech model with only 2 minutes of audio and fine-tune it for better results.
Train your own text-to-speech model from scratch for a personalized voice.
Use the medium text-to-speech method to achieve a high-quality voice output with minimal audio input.
Optimize the final model files for easier and more efficient use.
Combine text-to-speech generation with RVC for an even more authentic voice cloning experience.
Explore the XTS-RVC UI, which automates the process of voice conversion using pre-trained models.
Create an ultimate Uber text-to-speech method by integrating fine-tuned models with RVC for the best voice quality.
Access a PDF guide on Patreon for a visual representation of the entire process.
Get support from the creator via Patreon if you encounter any issues or have questions.
Enjoy the freedom of creating high-quality AI voices without the need for expensive third-party software.
Subscribe for more innovative methods and tutorials on advanced AI voice generation.