How to Create a Custom AI Voice from Scratch: An Ultimate Guide

What is AI Voice?AI voice, often referred to as "text-to-speech" (TTS) or "voice cloning," uses algorithms and machine learning to transform written text...

What is AI Voice?

AI voice, often referred to as "text-to-speech" (TTS) or "voice cloning," uses algorithms and machine learning to transform written text into spoken words. Unlike traditional voiceovers done by a voice actor, AI voice is generated by artificial intelligence, offering a wide range of voice styles and accents, including a person's own voice.

Sometimes voice cloning is referred to deepfakes. Deepfakes is when human voices, using voice changers, is made to sound like someone else. For example anyone can mimic Tom Cruise’s voice or any other person’s voice and have them say anything they want.

These generated voices can be created from someone speaking or even a voice recording. As you can see, this could be problematic in the new world of AI. Which is why one should be guided by a strong moral and ethical code and also keep up with new laws to counter technological advancements.

How Much Does It Cost to Create a Custom AI Voice?

Custom AI voice pricing varies depending on the depth of customization, the AI voice generator used, and the amount of training data. Some tools offer basic text-to-speech features for free, while high-quality, custom voice cloning can cost significantly more.

How to Create a Custom AI Voice from Scratch: A Tutorial

1. Gathering Voice Samples: Record high-quality voice samples. Ensure there's minimal background noise.
2. Selecting Voice Cloning Software: Research the best AI voice and voice cloning tools. (More on that below)
3. Uploading & Training: Use the software's platform to upload your voice samples. The deep learning algorithms will analyze and create a voice model.
4. Fine-tune & Test: Adjust the speaking style, tone, and speed. Test to ensure it meets your expectations.
5. Integrate: Most AI voice generators provide an API for integration with apps, chatbots, and other platforms.

Top 9 Professional AI Voice Companies:

1. Speechify Voice Cloning: Speechify Voice Cloning is one of the most powerful voice cloning apps that is the easiest to use. Simply click record, speak for 30 seconds, and that’s it! No special equipment or anything to install. Everything works right in your browser.
2. OpenAI (ChatGPT): Known for its advanced generative AI models, it's also recognized for high-quality voice synthesis.
3. Apple: While primarily a tech giant, Apple's advancements in Siri represent impressive AI voice technology.
4. Descript: Offers a voice cloning software called "Overdub," ideal for podcasts and content creators.
5. iSpeech: Provides TTS and voice cloning services for various languages, including English.
6. Baidu Deep Voice: Uses deep learning to produce real-time, high-quality voiceovers.
7. Lyrebird: Acquired by Descript, it's known for its AI voice cloning capabilities.
8. Replica Studios: Popular among video game developers for generating synthetic voice for animations.
9. Voicery: Offers high-quality, custom TTS voices with a focus on natural intonation.

Are Custom AI Voice Free or Do They Cost Money?

While some platforms offer basic text-to-speech functionalities for free, custom voice cloning and high-quality voice generation often come at a price. It's important to review pricing models of each AI voice company.

How Do Custom AI Voice Work?

Custom AI voice operates using deep learning and speech synthesis. It requires training data, typically voice samples, which the AI tools analyze. These tools produce a synthetic voice model that can generate speech in real-time.

FAQ:

• How do People Make AI Voices? By recording voice samples and using AI voice cloning software to generate a voice model.
• What Program is Used to Make AI Voices? Several programs exist, from Descript's Overdub to OpenAI's ChatGPT.
• How do I Convert Audio to AI Voice? Record audio files and upload them to voice cloning tools, which then convert and generate a synthetic voice.
• What Does it Mean to Make an AI Voice? It means using machine learning to create a voice that can produce speech from text, mimicking a human's speaking style.
• What is a Popular AI Voice? Siri (Apple) and Alexa (Amazon) are among the most recognized AI voices.
• How Do You Make an AI Voice Sound Like a Man? During the customization window, users can select or fine-tune the desired gender tone.

Conclusion

With advancements in AI technology, creating custom voices has become more accessible for use cases like audiobooks, podcasts, chatbots, social media content, and even TikTok videos. It's an evolving realm that promises more realistic and diverse voice outputs in the future.