What is deep fake voice technology, and how does it work? What platforms allow you to create deep fake voices?
Artificial intelligence is so sophisticated nowadays that you can create accurate versions of other people’s voices. The software utilized for such projects is known as deep fake voice technology. This article will explain how it works.
What is deep fake technology?
With advanced artificial intelligence, you can create high-quality and realistic synthetic media, including replicating people’s voices. That’s where deep fake technology comes into play. Voice deepfakes are an AI-based technique that lets you generate voice models that replicate the voice of another person. The models are usually trained by providing the software with real-life recordings of the target speaker. After the training, the program can generate synthetic audio that resembles the original recording. It uses machine learning, deep learning, and groundbreaking algorithms to analyze the characteristics and patterns of the person’s voice. Here are some examples:
- Accent
- Cadence
- Speed
- Pitch
Creators of audio deepfake projects utilize cutting-edge computers and technology. Nevertheless, it can take weeks to replicate someone else’s voice. Deepfake audio projects are commonly delayed because they require a sufficient amount of training information. In other words, the computer must listen to the recording of the person for a certain number of hours before it can replicate all the features.
Uses
The use cases of deepfake voice technology are almost endless:
- Helping people who have lost their voices – Medical issues can limit speech or prevent people from speaking altogether. Deep fake voice technology can help sufferers regain the ability to communicate. It listens to their previous recordings to create versions of their former speech.
- Perfect for businesses – Companies can create brand mascots with deep fake AI technology. Various audio recordings of certain persons can help business owners increase brand awareness and attract more customers. The key lies in accurate AI models.
- A match made in heaven for entertainment organizations – Production houses can use synthetic voices to restore historical talent and incorporate it into modern projects. Also, podcast creators commonly use this technology to translate voice recordings into other languages.
- Better sponsorship and advertising opportunities – Influencers, personalities, and celebrities can lend their voices to developers who create language models and receive large payments for these audio clips.
- Diversifying or localizing content – Many news organizations used voice cloning technology to diversify their content last year, such as sports updates and weather reports. Likewise, they localized content, so listeners could hear the narrator in a different language.
Different kinds of deepfakes
There are several types of deepfakes:
- Textual deepfakes – Software like ChatGPT can generate articles, blogs, poems, and practically any other written piece. These platforms come up with scripts after analyzing and understanding human language patterns.
- Deepfake videos – Deepfake videos are clips generated through video editing and artificial intelligence. They often feature face swaps but are commonly used in scams.
- Deepfake audio – As previously mentioned, deepfake audio is a re-enactment of the voice of a real-life person.
- Real-time deepfakes – Tech-savvy people have taken deepfake technology one step further by making themselves appear as another person during a phone call or live stream. They can also bypass cybersecurity authentication measures to make their actions less suspicious.
- Social media deepfakes – Hackers can publish fake videos or images of others on TikTok, LinkedIn and other social media. These projects are known as social media deepfakes.
How do I make a deepfake?
Thanks to technological breakthroughs, you don’t need expensive equipment or advanced technical knowledge to create deepfakes. In most cases, you need only download or sign up for a deepfake platform and follow the provided tutorials. However, this doesn’t mean you should jump to making deepfakes on your Microsoft Windows PC without considering every aspect of your project, including ethical considerations.
Ethical concerns
The most significant ethical problem with deepfakes is that they can feature the use of another person’s face or voice without their permission. Although you might not utilize their deepfakes for malicious purposes, the lack of consent makes the project questionable. Another issue with deepfakes is that scammers use them to misrepresent themselves. They can swap their faces with those belonging to others to make themselves look better on social media. Besides triggering ethical concerns, this can also make certain networks less trustworthy.
Deepfake generators
If you have no qualms about making deepfakes, you should learn how this process works. Several deepfake generators can help you create convincing voice deepfakes.
Resemble AI
Resemble AI is an ai voice generator that can produce human voices within seconds. It offers real-time speech to speech conversion, replicating the intonation, inflection, and other characteristics of the target speech. You can also include various emotions in your recordings, such as anger, happiness, and sadness. All of which are available out of the box.
Descript
Descript allows you to make text to speech (TTS) models of other people’s voices. It uses advanced AI called Lyrebird to synthesize speech accurately and produce precise models.
ReSpeecher
Harnessing the power of neural networks, ReSpeecher creates synthetic voices that are hard to distinguish from their real-life counterparts. The AI model captures every emotion and nuance to enhance the audio recordings and provide accurate speech synthesis.
iSpeech
iSpeech is a state-of-the-art voice cloning tool that can convert speech from a host of sources. The app is good for creating deepfake voices for interactive learning, driving directions, audiobook narrations, call centers, animations, movies, and celebrity voice recreation.
Speechify Voice Over Studio
Even though Speechify’s Voice Over Studio isn’t a deepfake app, you should still consider it due to its incredible features. Primarily, it creates realistic, natural-sounding voices for all your projects. The sophisticated AI can turn any uploaded or type script into immersive audio to elevate the listening experience. If you’re looking for natural-sounding voices in different accents, Speechify has got you covered. It’s available in more than 20 languages to help you connect with worldwide audiences and you can use the simple interface to edit your voice conversions on a granular level, from adding natural pauses to fine-tuning pronunciations and so much more. Check out Speechify Voice Over Studio today and see how the 200+ narrator options can transform any project voice over.
