CLONE ANY AI Voices for FREE LOCALLY in 1 CLICK! JUST INSANE!
TLDRThe video presents a tutorial on how to clone any AI voice using an open-source program called RVC, which stands for Real-Time Voice Cloning. The host, SC, demonstrates the process of installing RVC, either through a one-click installer for patrons or manual installation for others. He explains how to train RVC using around 10 minutes of clean, noise-free audio from the voice to be cloned. The video also covers how to adjust settings for optimal training results and convert any audio into the cloned voice. Additionally, SC discusses using pre-trained voice models from the community and integrating RVC with text-to-speech for generating initial audio. The tutorial concludes with a reminder to subscribe and support the channel for more informative content.
Takeaways
- 🎉 You can clone any voice for free using an open-source program called RVC on your local computer.
- 📚 RVC requires about 10 minutes of clean, high-quality audio to train a voice model.
- 💻 Installation of RVC can be done through a one-click installer for Patreon supporters or by manual installation.
- 🔍 For manual installation, you need Python and Git for Windows, and you must clone the RVC repository from GitHub.
- 📈 The training process involves several steps including processing data, feature extraction, and selecting training settings.
- 🎓 The community around RVC has created and shared many pre-trained voice models that can be downloaded and used directly.
- 🔗 You can find pre-trained voice models on websites like vocmodels.com or by searching online with the 'RVC' keyword followed by the name of the voice you want.
- 🔊 RVC is an audio-to-audio software, meaning you need an initial audio file to convert into a new voice.
- 📉 Transpose values can be adjusted to match the pitch of the original voice to the cloned voice.
- 🌐 RVC can be used for various purposes, including creating voiceovers, impersonations, and even role-playing games, but it's not suitable for real-time applications like Chat Tavern.
- 📝 For text-to-speech conversion, you can use the UA Tech Generation web UI with the COOK TTS extension to generate an initial audio file that can then be converted with RVC.
Q & A
What is the purpose of the RVC software mentioned in the transcript?
-The RVC (Recurrent Voice Cloning) software is an open-source program that allows users to clone a voice and convert an audio file into that new voice. It is used for creating voice models from audio clips and then using those models to generate new sounds.
How can one install RVC on their local computer?
-There are two primary ways to install RVC: using the one-click installer available for Patreon supporters, which involves downloading and running the installer, or by manual installation, which requires having Python and Git for Windows installed, cloning the repository from GitHub, setting up a Python environment, and installing the necessary requirements.
What is the minimum duration of audio required to train a voice model using RVC?
-The minimum duration of good quality audio required to train a voice model using RVC is around 10 minutes. The quality of the dataset is more important than the duration.
How can one obtain audio clips of a specific person's voice for training with RVC?
-To obtain audio clips, one can record their own voice using a software like Audacity and a good microphone or download interview videos or monologues of the person they wish to clone from sources like YouTube, extract the audio, and isolate the voice using Audacity.
What is the process of converting an audio file into a cloned voice using the trained model in RVC?
-After training the voice model, one can go to the 'Model Inference' tab in RVC, select the trained voice model, input the path of the audio file to be converted, adjust the transpose value to match the pitch of the original voice, and then click 'Convert' to generate the cloned voice audio.
How can one adjust the pitch of the cloned voice to better match the original voice?
-The pitch can be adjusted by changing the transpose value. For example, to convert a male voice to a female voice, the value might be increased, and for converting a female voice to a male voice, the value might be decreased. The optimal value may require some experimentation.
What is the role of the community in the RVC ecosystem?
-The RVC community plays a significant role by creating and sharing pre-trained voice models. Users can download these models from websites like vocmodels.com and use them without having to train their own models, which saves time and resources.
How can one use text-to-speech functionality with a cloned voice model?
-To use text-to-speech functionality with a cloned voice, one first needs to generate an initial audio file using a text-to-speech system. Then, this audio file can be used as a base to convert into the cloned voice using RVC.
Why is it not recommended to use RVC for text-to-speech in virtual environments like City Tavern?
-Using RVC for text-to-speech in virtual environments is not recommended because it requires first generating an audio file, which is a slow process and often results in less natural-sounding audio. Instead, using extensions designed for text-to-speech, like exts, is preferred for better results.
What are the system requirements for installing and running RVC?
-To install and run RVC, one needs to have Python and Git for Windows installed on their computer. Additionally, a certain amount of GPU memory is required for training voice models, with the specific amount depending on the complexity of the training and the capabilities of the user's hardware.
How can one support the creator of the video and gain access to priority support?
-One can support the creator by becoming a Patreon supporter, which not only helps in sustaining the creation of such content but also provides the supporter with priority support for any issues they may encounter.
Outlines
😀 Introduction to Voice Cloning with RVC
The video introduces a method for cloning any voice using an open-source program called RVC. The host, SC, demonstrates how to install RVC, either through a one-click installer for patrons or by manual installation. The process includes downloading the RVC package, extracting it, and launching the program. The host also explains how to use Python and GitHub to clone the RVC repository and set up the environment for voice cloning.
🎉 Training a Voice Model with RVC
The host explains that RVC is a web UI for training a voice model using around 10 minutes of clean audio from the person whose voice is to be cloned. The process involves recording one's own voice or extracting audio from videos of the target individual. The audio is then processed and trained within the RVC platform. The host details the steps to prepare the audio, including isolating the voice and ensuring good quality for training a robust voice model.
📈 Customizing Training Settings and Converting Audio
The video outlines the technical aspects of training a voice model, including selecting the correct sample rate, adjusting CPU processes, and setting the number of training epochs. It also discusses how to process data, extract features, and choose training settings like batch size and save frequency. The host demonstrates how to convert any audio file into the cloned voice using the trained model, adjusting the transpose value to match the source audio's octave.
🔄 Adjusting and Downloading the Converted Audio
The host guides viewers on how to adjust the pitch and other parameters to fine-tune the cloned voice and convert an audio file into the desired voice. The process is quick, and the results can be previewed and downloaded. The video also highlights the availability of pre-trained voice models from the RVC community, which can be downloaded and used without the need for training.
📚 Utilizing Text-to-Speech with RVC
The video concludes with a discussion on using RVC for text-to-speech conversion. Although RVC is audio-to-audio, the host shows how to generate an initial audio file using the UA Tech generation web UI with the Kook TTS extension. This audio file can then be converted to the cloned voice within the RVC web UI. The host also advises against using RVC for role-playing in virtual environments like City Tavern, recommending the use of extensions designed for text-to-speech instead.
🎬 Conclusion and Final Thoughts
The host thanks viewers for watching, encourages them to subscribe and support the channel, and mentions the availability of priority support for Patreon supporters. The video ends with a reminder to check out other resources and tutorials for further assistance.
Mindmap
Keywords
💡AI Voice Cloning
💡RVC (Recurrent Voice Cloning)
💡Audio Clip
💡Text-to-Speech (TTS)
💡Python Environment
💡GPU (Graphics Processing Unit)
💡Voice Model
💡Transcribe
💡Community Models
💡Web UI (User Interface)
💡Octave
Highlights
Discover how to clone any AI voice for free using RVC, an open-source program.
RVC allows you to convert audio files into a cloned voice with just a few simple steps.
Install RVC easily via a one-click installer or manually for more control.
The manual installation process requires Python and additional steps but offers the latest features.
To train a voice, you need around 10 minutes of clean, high-quality audio.
Isolating the target voice from a recording is crucial for effective voice cloning.
RVC is not a text-to-speech program; it requires an existing audio file to work from.
The training process involves several steps, including feature extraction and model selection.
The community-contributed models available online can save you time in the voice cloning process.
Explore the vast library of pre-trained voices at voicemodels.com for immediate use.
Use the RVC web UI to convert any text-to-speech audio into a cloned voice.
Adjusting the transpose value can help match the pitch of the original and cloned voices.
RVC can be used for role-playing games, but text-to-speech extensions are recommended for City Tavern.
Creating a new chat in the TTS generation web UI automatically converts the first message into an audio file.
The final audio conversion with RVC is fast and can be fine-tuned for better results.
Patreon supporters have access to priority support and additional resources for RVC.
Join the RVC community to access a wealth of knowledge and pre-trained voice models.
