Create Any AI Voice with Kits.AI: A Step-by-Step AI Voice Cloning Tutorial

Written by Kits AI - February 15, 2024


A Step-by-Step AI Voice Cloning Tutorial

In this tutorial, we will guide you through the process of training a high-quality voice model using Kits.AI. Voice cloning technology allows you to create realistic and personalized voices for various applications. Whether you want to mimic a celebrity's voice, create voiceovers, or generate unique audio content, Kits.AI offers a user-friendly platform to achieve these goals. We will walk you through the steps involved in creating your own AI voice model, providing insights and tips along the way. Let's get started!

Training Your Voice Model

To train a high-quality voice model, you need 10 minutes of dry monophonic vocals. It is crucial to ensure your vocal recordings are free from backing tracks, time-based effects like reverb and delay, as well as harmonies, doubling, or stereo effects. Consistency and quality are key to obtaining the best results. Kits.AI captures the intricacies of your dataset during training, so the more accurate and clean the recordings are, the better the voice model will perform.

The Ideal Dataset

Your dataset should consist of clean recordings from a high-quality microphone in a lossless file format. Background noise, hum, or lossy compression artifacts can negatively impact the quality of your voice model. It is advisable to exclude any harmonies or doubling in your dataset, as these additional voices may be misinterpreted by the model, leading to glitches and artifacts in the output. Moreover, reverb and delay can cause overlapping voices, so it is essential to keep your dataset as dry as possible.

Additionally, including a wide range of pitches, vowels, and articulations in your dataset is beneficial. This ensures that your voice model has sufficient examples of every sound you want to convert, reducing the chances of scratchiness or glitches when generating output. If you have access to original recordings of your target voice, such as studio acapellas, they make great training data. However, if you don't have access to such recordings, Kits.AI provides a Vocal Separator tool to extract vocals from master recordings.

The Vocal Separator Tool

If you have acapellas or isolated vocals with reverb, delay, or harmonies, don't worry. You can use the Kits.AI Vocal Separator tool to clean them up. Simply drop a file or paste a YouTube link, and Kits.AI will isolate the main vocal from the backing track. The tool also allows you to remove backing vocals, reverb, and echo, resulting in cleaner and more suitable training data.

Uploading and Training

Once you have compiled approximately 10 minutes of good training data, head back to Kits.AI and upload your files. The training process will begin, and you can monitor its progress. If you prefer a more convenient way to train voice models, you can even paste YouTube links directly into Kits.AI. The platform will automatically isolate vocals, remove harmonies and reverb, and proceed with training. After the training process is complete, you're ready to convert audio!

Converting Audio with Your Trained Model

Using your trained voice model to convert audio is a straightforward process. Similar to creating a voice model, the best results come from using dry monophonic input data. Simply drop your input data onto the platform, hit convert, and within moments, your converted audio will be ready for download.

Experiment with different conversion settings to achieve the desired output. Kits.AI provides various tools such as the conversion string slider, dynamic slider, pre-processing effects, and post-processing effects to customize and optimize the converted audio. Take advantage of these features to find the perfect balance and achieve the highest quality results.

Furthermore, you can test your new model or conversion settings by using demo audio. This allows you to preview the output without consuming any conversion minutes. If you want your voice model to speak a specific phrase, Kits.AI offers a text-to-speech feature. Simply type out the desired phrase, and your voice model will bring it to life.

Conclusion

AI voice conversion is an incredibly powerful tool, providing creators with unlimited possibilities. Kits.AI simplifies the process of creating personalized voices, allowing users to generate realistic and unique audio content. By following the steps outlined in this tutorial, you can train your own high-quality voice model, ensuring optimal results. Head over to Kits.AI and unleash your creativity with unlimited voice options.

Frequently Asked Questions:

  • Q: How long should my training data be?

    A: To train a reliable voice model, approximately 10 minutes of good quality, dry monophonic vocals are recommended.

  • Q: What should I avoid including in my training data?

    A: Backing tracks, time-based effects like reverb and delay, as well as harmonies and doubling should be omitted from your dataset.

  • Q: Can I use studio acapellas as training data?

    A: Yes, original recordings of your target voice, such as studio acapellas, are ideal training data.

  • Q: How can I clean up vocals with reverb or harmonies?

    A: Kits.AI provides a Vocal Separator tool that can isolate the main vocal, remove backing vocals, and clean up reverb and harmonies.

  • Q: Can I test my voice model before converting audio?

    A: Yes, Kits.AI allows you to preview the output using demo audio, enabling you to fine-tune your model or conversion settings.

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