Tuesday, November 28, 2023

Deepfake Voice Text To Speech

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Pure Ai Voice Generator Perfection

Make Celebrities Say Anything! Deepfake Voices with Text-to-Speech.

This is certainly not an exhaustive list of all the tools out there that cater to AI voice generation. We have, however, tried to pick the best based on their merits and features. It’s a brave new world, and as AI technology continues to evolve, we’re certain that the tools listed here, as well as others, will do so as well.

Top Five Use Cases Of Text To Speech Software

From increasing brand visibility and customer traction to improving customer service and boosting customer engagement to helping people with visual impairments, reading difficulties, and learning disabilities, text to speech is proving to be a game-changing technology across industries.

Considering the myriad of benefits offered by TTS technology and how simple they make information retention, businesses are integrating best text to speech softwares into their workflow in one form or another. Here is a glimpse of all the ways text to speech is currently being utilized:

The Origin Of Deepfakes

Deepfake technology has been around for some time now, but it recently gained widespread attention in the public eye due to its increasingly widespread use on social media.

The concept of deepfake technology is actually derived from a term known as deep learning, which is a type of artificial intelligence that focuses on the ability of machines to learn information. Deep learning is often used in machine learning and can be used to teach computers how to recognize patterns, contextualize objects, and even translate languages. One of the most common uses of deep learning is image recognition, which requires teaching computers how to process images into data that can be interpreted by humans.

The development of the technology was originally predicted in 1997 by a group of academics who came up withthe Video Rewrite program. The authors then indicated that the tech could be used for dubbing movies, teleconferencing, and special effects. However, many view this as the seed that eventually sprouted into the deepfake technology we hear about today.

More papers have been released since studying this technological phenomenon. With it comes the exploration of deepfake voice.

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A Powerful Text To Audio Online Editor

Type, paste or import text and instantly turn it into audio with our onlineText to Speecheditor. Enhance the audio with speech styles, pronunciations and SSML tags.

907 AI Voices

Choose from a growing library of 907natural-sounding Text to Speech voices across142 languages and accents.

Speech Styles

Listen and preview a single paragraph or full text before converting it to speech.

Free Deep Fake Voice Generator

Fakelab  A Deepfake Audio Detection Tool

ADeepfake technology is amazing. Its so good that it can be used to create videos of people saying things they never said. With our free deep fake voice changer, you will get to alter your voice in any video or audio clip.

Our voice cloning software is perfect for gamers, streamers, content creators, and anyone who wishes to experiment with their own voice!

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How Do I Download Audio From Text

The Narakeet text-to-audio tool allows you to create realistic TTS and download it as WAV, M4A or MP3. You can select the file format by clicking on the plus button next to the voice selector to open additional options. Text to speech download MP3 is great if you want to optimize the file size. Select the WAV format for the best quality, and it will produce the best AI text to speech results. Use the M4A format for a good balance between size and quality.

What Are The Consequences

In combination with visual deepfakes, this can potentially create a complete imitation of a person. This results in similar advantages and disadvantages as already discussed in the introduction to deepfakes.

In addition, however, other points come up. With the ability to imitate voices, convincing phone phishing attacks can be carried out against companies. Furthermore, the basic existence of the technology gives people the ability to reject video or audio evidence as fake, whether that evidence is true or false.

A positive point for the technology is that it can be used to recreate the voices of people who have lost their voice due to illness or other factors. This makes it possible to offer personalized computer voices as voice substitutes.

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Tts In Assistive Technology

For quite some time now, text to speech software has been used as an accessibility tool for individuals with a variety of special needs linked to Dyslexia, visual impairments, or other disabilities that make it difficult to read traditional text. Using TTS platforms, people facing such problems can convert text to speech and learn by listening on the go. Text to speech solutions also improves literacy and comprehension skills. When used in language education, they can make learning more engaging. For example, it’s much easier and faster to apprehend a foreign language when listening to the live translation of written words with correct intonation and pronunciation than when reading.

Convert Text To Speech In Mp3 Format

How to Record Your Own Deepfake Voice Clone in 5 Minutes

From video games to commercials to podcasts to training videos, we encounter voiceovers everywhere. When it comes to creating a video with a voiceover, there are several critical aspects to be kept in mind. While the quality of the video is one of them, the audio is equally important because it helps to deliver the message as intended and forms the basis of what will capture the attention of the audience. When creating audio content like audiobooks or podcasts or audio ads like Spotify ads or Radio ads, voiceover becomes a core aspect to deliver the story. In other words, a professional voiceover can give a much-needed boost to usual and ordinary content.

This is where text to speech plays its part. Text to speech software simplifies the process of converting text files to audio, making content readily accessible to everyone. The converted audio file can be downloaded in the form of a .mp3, .wav, .wma, or .flac files.

mp3 is one of the most popular and preferred file formats because of its compact file size, compatibility with digital media players, and good sound quality. To convert your text to professional-sounding text to speech mp3 with natural voices, all you have to do is download the rendered voiceover file in mp3 by choosing the â.mp3â option. And, tada! You have your tts in mp3 format ready.

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What Tools Are Currently Available

There are different publicly available tools. Two of these tools that look very promising are TTS from Mozilla and tacotron2 from NVIDIA. Both have instructions on how to use them, but it quickly becomes clear that the tools currently available require technical understanding as well as an understanding of how audio deepfakes work.

Deepfake Voices And Text To Speech

Thanks to advances in artificial intelligence and deep learning, people can now create high-quality and realistic synthetic media. This technology has opened doors to many new creative technologies affecting many industries. One such technology is deepfakes, also referred to as synthetic voices and voice cloning.

Well discuss the deepfake voice phenomenon and explore its benefits and drawbacks. Well also look at several tools you can use to create a deepfake voice.

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Everything You Need To Know About Deepfake Voice

Deepfakes, both the technology used to create it and how people use it, has become a hot topic frequenting headlines in the press. The technology has opened the door to a wave of new, creative solutions that will impact many industries. However, it has also raised serious questions on ethical use, which has largely been driven by negative press and outright misuse of the technology.

One cannot discuss this topic without addressing the negatives, but we intend to surface the exciting things happening in the space. When done ethically, deepfake voice, also known as voice cloning or synthetic voice, can be a force for good.

While the term deepfake typically means images and video, the purpose of this article series is to look at synthetically voice content or computer-generated speech. In this six-part series, well explore both the potential applications for good with synthetic voice artificial intelligence , how to protect yourself against voice fraud, and how to leverage Veritones proprietary AI solution, Veritone Voice, to generate your synthetic voice.

Continue to read or skip ahead to the parts that most interest you:

Playing With The Voice Latent

Taehoon Kim (carpedm20)

Tortoise ingests reference clips by feeding them through individually through a small submodel that produces a point latent,then taking the mean of all of the produced latents. The experimentation I have done has indicated that these point latentsare quite expressive, affecting everything from tone to speaking rate to speech abnormalities.

This lends itself to some neat tricks. For example, you can combine feed two different voices to tortoise and it will outputwhat it thinks the “average” of those two voices sounds like.

Generating conditioning latents from voices

Use the script get_conditioning_latents.py to extract conditioning latents for a voice you have installed. This scriptwill dump the latents to a .pth pickle file. The file will contain a single tuple, .

Alternatively, use the api.TextToSpeech.get_conditioning_latents to fetch the latents.

Using raw conditioning latents to generate speech

After you’ve played with them, you can use them to generate speech by creating a subdirectory in voices/ with a single”.pth” file containing the pickled conditioning latents as a tuple .

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Narrator Text To Speech Voices

Narration voiceover is everywhere. A narration primarily is a recorded voice transmitting a message or telling a story where the primary goal is not directly selling something. It’s often done by one of the lead characters or a disconnected third-person. Narration adds additional elements to a story. While some projects call for a breezy conversational tone , some narrations call for authority or inspiration , and some others for clarity .

Murf text to voice online platform offers a wide range of narration AI voices that can deliver stunning narrations. Users can use these text to speech voices to tell a story, be instructional, guide, entertain or explain.

Make Your Audio Files Memorable With Our Voice

Synthetic voices, advanced speech gradients, or speech synthesis may be something that you are looking to have on your pre-existing audio files. However, Voice.ai is something cooler.

Want to know why?

For starters, we are not something that you have to purchase, so fear not of hidden fees whenever you download and sign up to Voice.ai.

Having fun is something we want all of our users to have whenever they put to the test the best deep fake voice generator software, aka ours!

Sometimes your own voice isnt the best one to be used on deepfake videos, therefore our user-generated AI voices are the one thing that will help you take your deepfake creations to a whole new level.

Voice.ai is a user-friendly software that comes with outstanding features, including the best deep fake voice generator in the market.

Get ready to make a statement with our speech voices that are more than synthesized voices.

If you are a parent and have children that are into different things, why not record a special message with their favorite cartoon or anime characters and add them to a kid-friendly deepfake video?

Your unique voice can easily be transformed whenever you want to get the attention of an audience for whatever purpose its needed, or in this case, doing deepfake videos.

One thing that makes us stand out is that no matter where you are in the world, your native language wont stop Voice.ai from delivering excellent results.

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What Does Voiceai Do

Voice.ai can change your voice and make it sound like a different person.

Maybe youve thought about how you would sound as a politician or a well-known content creator.

With our voice changer, you can now change your voice to sound like anyone you want! We have a wide range of user-generated voice filters to choose from, so you can find the perfect one for you. Our software also includes other features that will improve your Deepfake videos.

Maybe you just want to add a bit of fun to your gaming or streaming. Whatever the reason, our voice changer can help! With this tool, you can distort your voice in all sorts of crazy ways.

The ultra-realistic voices that we offer you at no cost at all dont compare to anything out there.

Voice.ai and its results are like natural-sounding speech, therefore getting our software is something you wont regret.

What are you waiting for, download our voice cloning software for Deepfake videos today and start creating amazing videos with your new voice!

What Is Deepfake Voice

Deepfake Text-to-Speech (but it’s a new form of jazz)

Deepfake voice refers to a type of artificial intelligence that has the ability to change someones voice to imitate a different speech pattern or to create new words and sentences that the person being imitated never actually said. It clones someone elses voices and gives you the opportunity to own it for your own outputs. That being said, deepfake voices are easier said than done and require extensive computer hardware and storage systems.

It allows for a way of creating entirely new audio content, which in the hands of the wrong people can be used for nefarious or criminal purposes. Most notably, the use of deepfake voice in the mainstream stirred controversy inAnthony Bourdains documentary.

In this article, we will review deepfake voice, a tool that has been gaining momentum in recent years.

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How Do I Convert Text To Audio On My Computer

With Narakeet you can use the best AI voice generators in 80+ languages directly from your browser, or any Internet connected device. Start using our realistic voice generator free, to create lifelike text to speech. Just open the text-to-audio tool, enter the text you want to convert to speech, and click the Create Audio button.

Narakeet helps you create narrated videos quickly, using text-to-speech to turn Powerpoint presentations and into engaging videos.It is under active development, so things change frequently. Keep up to date:RSS,Slack,,,,,TikTok


What Is Voice Cloning

Voice cloning or voice doubling takes an audio file of any individual voice and uses it as a source material for creating deepfake audio recordings. With just several hours of source material , deepfake audio software is capable of cloning the voice so it can be used to create new deepfake audio recordings.

The origin of voice cloning is found in software applications like WaveNet, which was created in 2016 by Google-backed startup DeepMind. It was a revolution for the more traditional Text-To-Speech systems. The key difference between the earlier and the later TTS systems was the use of concatenative TTS versus parametric TTS:

  • Concatenative TTS: The early generation of TTS. A large database of short speech fragments would be used from an individual voice source. These are recombined later to form full sentences. It had many downsides, which were generally related to intonation and emotion that could be put into the TTS voice.
  • Parametric TTS: The second generation of TTS. All the information needed to form TTS sentences would be stored in the parameters of the model. Different model inputs would result in different types of speech characterizations. This made it easier to put emotions and intonation into the TTS, allowing fake voice recordings to be a lot more realistic as a result.

Different companies around the globe have created different variations of TTS software, each solving a piece of the puzzle to make things sound a lot more realistic.

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The Risks Of Deepfake Voices

Voice authentication seemed like something out of science fiction movies for a long time. Unfortunately, the technology exists today and is far from infallible. As deepfake voice software and neural networks evolved, scammers were able to do more damage.

Back in 2020, a bank manager received a call from who he believed was a company director. The manager recognized the voice and had no trouble authorizing a transfer of $35 million. The manager had no idea the company directors voice was a cloned voice.

Forbes reported on a similar incident a year before. It happened at an energy company from the U.K. that got scammed by a deepfake voice of a trusted individual.

Even scarier, obtaining clear recordings of peoples voices is effortless. You can get them through recorders, online interviews, press conferences, etc. The voice capture technology is also getting much better. Thus, the data fed into AI models are more accurate and lead to more believable deepfake voices.

Cybersecurity tools have yet to devise foolproof ways to detect audio deepfakes.

A Brief History On Deepfakes

Text to Speech (TTS)

If you traced the term deepfake to its point of origin, you would be surprised to learn that it came from the world of Reddit. A user coined the term, using it as their name. Today, the word has evolved to encompass any content categorized as synthetic media. Using a form of AI technology called deep learning, youre able to create an image or a video that swaps out the original likeness of a person with that of another.

However, this technological concept originated well before Reddit was even a thing. In the late 90s, an academic paper that explored the deepfake concept laid out a program that would be the first instance of what we would call deepfake technology today.

It drew upon earlier work done around analyzing faces, synthesizing audio from text, and then modeling the actions of the human mouth in 3D space. Combining these three focuses, the authors wrote what they called the Video Rewrite Program, which synthesized new facial animations from provided audio recordings.

After the release of that academic paper, the study of this technology went cold in the early 2000s. But at the start of the new decade in 2010, research picked up once again, focusing primarily on developing facial recognition capabilities.

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