What Makes a Great AI Voice Model? Insider Tips!

Your AI voice model is your sound signature—your creative brand in the world of music production and content creation. Whether you’re a music producer, a songwriter, or a content creator experimenting with audio, crafting a standout AI voice model can be the difference between ho-hum and wow. But what truly makes an AI voice model great? 

Here are some insider tips to help you create a Kits AI voice model that turns heads (and ears): 

1. Authenticity Is Key 

Authenticity is everything. Your AI voice model should sound natural, expressive, and full of character. Contrary to popular belief, you don’t need perfect pitch, but you do need clean, unprocessed recordings. Avoid auto-tune or pitch correction in your dataset–this will result in a model that sounds more robotic than human, and won't resonate with audiences. Any necessary tuning should be done after importing your AI vocals back into your DAW (whether that’s ProTools, Logic, or Ableton) to keep things flexible.

The pros know that authenticity starts with high-quality source vocals. You want studio-recorded takes with minimal background noise or coloration. The cleaner your recordings, the better the AI will pick up on the subtleties and nuances that make a voice feel real. If your dataset has unwanted hum or hiss, tools like iZotope’s RX can clean it up without compromising vocal integrity.

Pro Tip: Shoot for the Highest Fidelity

Use a quality mic and preamp for your recordings. Capturing a true-to-life vocal is of utmost importance. If your dataset is well recorded, turn off Auto-Enhance and Isolate Vocals when training your model.

2. Versatility Is a Must 

A great AI voice model can handle multiple genres, moods, and styles. Don’t just stick to one vibe. Whether you're cranking out hip-hop hooks, delicate acoustic ballads, or pop anthems, your AI voice model should have the flexibility to adapt. 

The best Kits AI voice models can handle a wide dynamic range and adapt to different tempos and tones. This versatility gives you room to experiment and produce tracks that feel fresh every time. Be sure to include varied vocal approaches in your dataset–soft and breathy phrases, belted high notes, falsetto, and even screams. Remember your model will only be capable of reproducing from the material it is trained on, the more diversity, the more expressive and adaptable your AI model will be.

Pro Tip: Cover a Wide Range

Want versatility?  Remember your AI voice model can only recreate what it has learned. Feed it a wide range of performances so it can handle different pitches, tones, and styles with ease.

3. Emotion Matters 

Standing out means more than vocal clarity—it requires emotional depth. A convincing AI model captures subtleties like breathiness, rasp, and vibrato that hint at feeling. For songwriters especially, having an AI voice model that can deliver emotion makes it easier to demo tracks exactly the way you envisioned. It's about connecting with the listener, even when it’s powered by AI. 

Pro Tip: Capture Emotion

Infuse personality into your recordings. An expressive performance gives the AI the emotional blueprint to recreate those same feelings in the generated output. 

4. Originality Sets You Apart 

Sure, you could stick to what's trending—but why not create something truly you? A voice that’s distinct (and unmistakably yours) sets your productions apart from the crowd. Whether it’s a quirky tone, unique phrasing, or an experimental edge, lean into what makes your sound different. 

Pro Tip: Be Unique

Collaborate with vocalists who have a unique style or use your own voice. Kits AI excels at translating individuality into flawless vocal models. 

5. Ethics and Licensing Matter 

Here’s the thing—you can’t build a great AI voice model without ensuring that you're doing it ethically. Using vocals without permission will only derail your creative momentum when the lawsuits start rolling in (and yes, they will). 

Kits AI is committed to responsible and ethical AI voice tech. Every voice model we create is properly licensed and sourced directly from the artists, so you can innovate without the drama. 

Pro Tip: Get Permission

Keep it legit. Always get permission from vocalists or artists before using their voices for an AI model to avoid potential legal or licensing issues down the road. 

6. Regular Refinements Pay Off 

Like your go-to mix chain, your AI voice model can be fine-tuned over time. Keep testing and refining to ensure your model keeps up with your evolving style or the demands of a new project. The beauty of an AI voice model built with Kits AI is its adaptability—you can continue to adjust as your sound grows. 

For example, after training an initial model, you might want to enhance the top-end sparkle or cut out unnecessary low-end rumble. Keep EQ adjustments subtle–a gentle boost around 12kHz or slight low-end filtering with a Pultec EQP-1A can work wonders.

Pro Tip: Be Open to Feedback

Ask fellow producers or fans for feedback. Fresh ears can uncover nuances you might miss.

7. Use AI to Streamline Your Creative Flow 

The best creators know that a great AI voice model doesn’t replace the magic of human creativity—it amplifies it. Kits allows you to skip lengthy studio sessions, demo vocals with ease, and produce at lightning speed. Imagine being able to collaborate with a “virtual” version of your favorite artist that’s always in the zone. 

Pro Tip: Explore Genres

Experiment! Test your AI voice model against multiple types of tracks, from gritty lo-fi beats to slick electro bangers. The more you use it, the more integrated it’ll feel in your workflow.

By following these tips, you can unlock the true potential of AI voice models and produce with confidence. Whether you’re crafting for the charts, curating for sync, or perfecting that catchy TikTok jingle, Kits AI has your back. 

Happy creating! 😊

-SK

Sam Kearney is a producer, composer, and sound designer based in Evergreen, Colorado.