ElevenLabs Text To Speech Review and Tutorial 2023
ElevenLabs Text Speech Review and Tutorial
ElevenLabs is an American software company that uses artificial intelligence and deep learning to develop natural-sounding speech synthesis and text-to-speech software. It was founded in 2022 by Piotr Dabkowski and Mati Staniszewski.
How does the ElevenLabs AI model work?
The ElevenLabs AI model is trained on a massive audio dataset, including audiobooks. This gives the model a deep understanding of language and its use in different contexts. When you generate synthetic speech with ElevenLabs, the model uses this knowledge to create natural and realistic speech.
One of the things that makes the ElevenLabs AI model so powerful is its ability to understand context. For example, if you write a sentence in the style of a book, the model can understand how to perform the passage from the context of the writing itself. This allows you to generate synthetic speech that conveys a wide range of emotions and expressions.
Another essential feature of the ElevenLabs AI model is its stability slider. This slider allows you to adjust the balance between predictability and expressiveness. When the stability slider is set to high, the model will generate more predictable and less expressive speech. The model will create more graphic and less predictable speech when the stability slider is set to low.
With each update to the model, the ElevenLabs AI model gets better and better at understanding different contexts and nuances between humans, languages, and accents. This means that you can be confident that ElevenLabs will generate synthetic speech that is both natural and realistic.
ElevenLabs Text To Speech Review
ElevenLabs offers a variety of products and services, including:
- A text-to-speech API that allows developers to add realistic speech to their applications.
- A voice cloning tool will enable users to create synthetic voices that sound like real people.
- Various AI-powered voice generation tools include an ASMR whispering generator and an energetic voice generator.
ElevenLabs’ products and services are used by various customers, including digital creators, businesses, and researchers. For example, digital creators can use ElevenLabs to generate high-quality TTS video streaming, while companies can use it to create voiceovers for their marketing materials. Researchers can use ElevenLabs to study the effects of different speech patterns on human behavior.
ElevenLabs is committed to advancing the state of the art in AI speech synthesis and pushing the boundaries of what is possible. The company’s products and services are constantly being improved, and new features are added continuously.
Here are some examples of how ElevenLabs is being used today:
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- A YouTuber uses ElevenLabs to generate realistic video voiceovers, saving time and money on hiring voice actors.
- A business uses ElevenLabs to create a synthetic voice for their customer service chatbot, making it more human and engaging.
- A researcher uses ElevenLabs to study the effects of different speech patterns on human trust.
What languages are supported for Professional Voice Cloning (PVC)?
Currently, ElevenLabs supports the following languages for Professional Voice Cloning:
- English (US)
- English (UK)
- English (Australia)
- English (Canada)
- German
- Polish
- Spanish (Spain)
- Spanish (Mexico)
- Italian
- French (France)
- French (Canada)
- Portuguese (Portugal)
- Portuguese (Brazil)
- Hindi
How ElevenLabs AI Can Be Used for Various Purposes
ElevenLabs AI is a powerful voice generator that can convert text into natural and realistic speech. It can be used for various purposes, such as:
Narration Narrators can use ElevenLabs AI to create vivid and engaging audio for their stories, making them more appealing and immersive.
Content creation Content creators can use this AI voice generator to produce high-quality audio for their content, such as newsletters and blogs, enhancing user engagement and satisfaction.
Audio Production Audio producers can take advantage of the natural and expressive narration provided by ElevenLabs AI, creating a captivating and enjoyable listening experience for their audience.
Moreover, you can also boost your business growth by using these fantastic marketing AI tools.
Common Issues
One common issue is that the AI can sometimes switch languages or accents throughout a single generation, especially if the generation is longer. This is something that ElevenLabs is working on fixing, but for now, users can mitigate the issue by using a proper clone paired with Projects.
Another common issue is that the AI can mispronounce certain words. This can happen for a few reasons: misspelled words, unsupported languages and accents, context, and technical limitations. To avoid mispronunciations, users should proofread their text carefully, use a supported language and accent, provide a clear context for ElevenLabs, and report any mispronunciations to ElevenLabs to fix them.
Finally, users may need help importing text as a single long paragraph instead of being split where a new line break starts. This is a bug that ElevenLabs is working on fixing. In the meantime, users can work around the issue by copying and pasting the text or breaking it into paragraphs before importing it.
ElevenLabs Text To Speech Tutorial
Creating a Voice Clone
- Go to the ElevenLabs website and create an account.
- Once logged in, click on the “Voice Lab” tab.
- Click on the “Create New Voice” button.
- Give your voice clone a name and select a voice actor.
- Click on the “Create” button.
- Once your voice clone is created, you can start recording training data.
- To record training data, speak to your microphone and click the “Record” button.
- You can record as much or as little training data as you want.
- Once you are finished recording training data, click on the “Train” button.
- Once your voice clone is trained, you can generate synthetic speech.
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Generating Synthetic Speech
- Go to the “Voice Lab” tab and select your voice clone.
- Type or paste the text to generate synthetic speech into the text box.
- Click on the “Generate” button.
- ElevenLabs will generate a synthetic voiceover based on your text.
- You can listen to the voiceover by clicking the “Play” button.
- You can also download the voiceover as an MP3 file by clicking the “Download” button.
Tips for Creating a Good Voice Clone
- Record training data in a quiet environment.
- Speak clearly and slowly.
- Avoid using any background noise.
- Record as much training data as possible.
- Try recording various types of speech, such as reading, telling a story, and conversing.
Tips for Generating Realistic Synthetic Speech
- Use clear and concise text.
- Avoid using any abbreviations or slang.
- Break up long sentences into shorter ones.
- Use punctuation marks correctly.
- Proofread your text carefully before generating synthetic speech.
Other Options for Text-to-Speech Software
If you are looking for text-to-speech (TTS) software that can convert written text into natural and realistic speech, you may have heard of ElevenLabs TTS. This software is known for its accuracy and variety of voices, but it is not the only option available. Many other TTS solutions offer different features and benefits that suit your needs better. Here are some of the best alternatives to ElevenLabs TTS:
Google Text-to-Speech
Google Text-to-Speech is a powerful TTS tool that allows you to transform any text into speech with a high-quality voice. You can choose from various voices in multiple languages and use them for different purposes, such as accessibility, voiceovers, or voice applications.
Google Text-to-Speech uses advanced technology to produce natural and expressive speech that sounds like a human speaker. You can also customize the speech output with pitch, speed, and volume parameters.
Amazon Polly
Amazon Polly is a cloud-based TTS service that uses deep learning to generate lifelike speech from text. It offers an extensive library of voices in different languages and styles, enabling you to create engaging and personalized voice experiences.
You can easily integrate speech synthesis into your applications and platforms with Amazon Polly. You can also control the speech output with features like speech marks and SSML tags, which allow you to add pauses, emphasis, and other effects.
Microsoft Azure Text-to-Speech
Microsoft Azure Text-to-Speech is a cloud-based TTS service that converts text into natural and expressive speech. It offers various voices in multiple languages, allowing you to create immersive and customized audio experiences.
Microsoft Azure Text-to-Speech is easy to use and integrate with other Azure services and platforms. It also provides comprehensive documentation and support for developers who want to add speech synthesis capabilities to their applications.
IBM Watson Text-to-Speech
IBM Watson Text to Speech is an AI-powered TTS solution that creates realistic and natural-sounding speech from text. It uses deep learning models and language processing techniques to generate high-quality speech output.
With IBM Watson Text to Speech, you can create voice experiences tailored to your audience and application. You can also modify the speech output with customizable voices and settings like pitch, rate, and timbre.
NaturalReader
NaturalReader is a TTS software that converts text into clear and natural speech. It offers a range of voices with adjustable settings to suit your preferences. NaturalReader supports various document formats, such as PDF, Word, and web pages, and provides a user-friendly interface and features, such as text highlighting and annotation.
NaturalReader is a versatile tool that can help you improve your reading comprehension and accessibility. It is available on multiple devices, such as desktop and mobile, so you can access it anytime and anywhere.
TTSReader
TTSReader is a simple and convenient TTS tool that allows you to convert text into spoken words. It supports multiple languages and offers a range of settings, such as voice selection, speed, and pitch.
TTSReader has a simple interface and intuitive features that make it easy to use and enjoy. It can help you improve your accessibility and reading experience.
ReadSpeaker
ReadSpeaker is a leading TTS solution that provides high-quality speech synthesis for various applications and platforms. It offers a wide range of realistic voices in multiple languages, enabling you to create natural and engaging audio content.
ReadSpeaker integrates seamlessly with different devices and platforms, making it accessible and versatile. It also offers advanced features, such as SSML support and audio customization options, that allow you to deliver dynamic and interactive speech solutions.
Voice RSS
Voice RSS is a cloud-based TTS API that enables developers to integrate speech synthesis capabilities into their applications and platforms. It offers high-quality speech output in multiple languages and formats, such as MP3, WAV, and OGG.
Voice RSS is a simple and reliable TTS solution to help you create voice-enabled applications and platforms. It also offers easy integration and documentation for developers.
iSpeech
iSpeech is a comprehensive TTS platform that offers robust features for speech synthesis. It supports multiple languages and provides various voices with different accents and styles.
iSpeech can be easily integrated into various applications and devices, including websites, mobile apps, and smart devices. It also offers features like speech recognition and voice commands, enabling you to create voice-driven experiences.
CereProc
CereProc is a leading provider of high-quality TTS voices. Their technology uses advanced speech synthesis techniques to produce natural and expressive speech output. With a diverse range of voices available in different languages and accents, CereProc allows users to create personalized and engaging audio content.
The voices are carefully crafted to ensure clarity and realism, making CereProc a reliable choice for various applications, including voiceovers, accessibility, and interactive systems.
Acapela Group
Acapela Group is a leading provider of TTS solutions, offering a wide range of high-quality voices in multiple languages. Their technology enables developers to integrate natural and expressive speech synthesis into their applications and services.
Acapela Group’s voices are known for their clarity, smoothness, and emotion, providing users an immersive and engaging experience.
ResponsiveVoice
ResponsiveVoice is a popular TTS solution that offers an easy-to-use API for generating speech from text. It provides a variety of voices and supports multiple languages, allowing developers to create dynamic and interactive speech-enabled applications.
ResponsiveVoice’s voices are designed to sound natural and human-like, enhancing the user experience and making the generated speech highly engaging.
Text2Speech.org
Text2Speech.org is a free online TTS tool that allows users to convert written text into spoken words. It offers a simple and user-friendly interface, enabling users to quickly generate audio files or directly listen to the synthesized speech on the website.
With Text2Speech.org, users can choose from a selection of voices and adjust parameters like speech speed and pitch to customize the output.
Netvibes
Netvibes is an online TTS converter that provides a fast and convenient way to convert written text into high-quality speech. It offers a range of natural-sounding voices and supports multiple languages. Notevibes allows users to quickly erase audio files in various formats and easily download them for personal or commercial use.
Oddcast
Oddcast is a TTS technology company known for its innovative solutions in the field. They offer a range of customizable TTS products and services catering to different industries and applications.
Oddcast’s technology focuses on creating lifelike and expressive voices that captivate the audience. With their extensive experience and expertise, Oddcast has established itself as a trusted provider of TTS solutions for various needs.
FAQ of ElevenLabs Text Speech
Q: Can I generate text-to-speech from subtitles?
Currently, ElevenLabs does not support generating text-to-speech from subtitle files. However, we are working on a more robust dubbing solution to allow you to develop speech that fits a specific time frame.
In the meantime, you can use our dubbing feature to generate speech from subtitles. However, remember that the dubbed speech may need perfect synchronization with the subtitles.
If you’ve seen a clip with AI voices on TikTok, YouTube, Twitter, Instagram, or any other social media platform, they were generated using ElevenLabs. Here are the most popular ElevenLabs voices on social media at the time of writing:
- Men: Adam, Antoni
- Women: Bella, Rachel
Of course, ElevenLabs offers many other famous voices, so I recommend you create an account and try them out to find the perfect one for free accounts.
Learn About Riffusion AI transforms text prompts into visualized and audible music.
Q: Why is ElevenLabs mispronouncing certain words?
ElevenLabs can mispronounce certain words for a few reasons:
- Misspelled words: ElevenLabs will try to read misspelled words precisely as they are written.
- Unsupported languages and accents: ElevenLabs still needs to support porting all languages and accents. If you use an unsupported language or accent, ElevenLabs may mispronounce certain words.
- Context: ElevenLabs uses context to determine the correct pronunciation of words. However, if the context needs to be clarified, ElevenLabs may mispronounce a word.
- Technical limitations: ElevenLabs is still under development, and some technical limitations can cause mispronunciations.
Q: How do you avoid mispronunciations?
- Proofread your text carefully before generating synthetic speech.
- Use a supported language and accent.
- Provide clear context for ElevenLabs.
- Report any mispronunciations to ElevenLabs so that they can be fixed.
ElevenLabs is actively working to improve its ability to pronounce words correctly. As the technology continues to develop, we can expect to see fewer and fewer mispronunciations.
Q: How to force a specific pronunciation of a word or name:
- SSML tags: You can use SSML tags to force a specific pronunciation of a word or name. However, this is only possible with the English v1 model.
- Phonetic spelling: You can also write a word more phonetically to force a specific pronunciation. For example, you could write “trapezii” instead of “trapezii” to put more emphasis on the “ii” of the word.
Here is an example of how to use SSML tags to force a certain pronunciation:
<speak>
<phoneme alphabet=”ipa” ph=”eɪ ɛl ɪ ən”>Elon Musk</phoneme>
</speak>
This will force ElevenLabs to pronounce “Elon Musk” as “EE-lon MUSK.”
Here is an example of how to use phonetic spelling to force a certain pronunciation:
<speak>
<phoneme alphabet=”ipa” ph=”sɪˈrɪəs”>Sirius</phoneme>
</speak>
This will force ElevenLabs to pronounce “Sirius” as “SIR-ee-us.”
Conclusion
This review and tutorial explored ElevenLabs, an American software company specializing in advanced speech synthesis and text-to-speech technology. Powered by artificial intelligence and deep learning, ElevenLabs offers a remarkable solution for creating lifelike speech. We delved into how their AI model operates, its ability to grasp context, and the flexibility to balance predictability and expressiveness using the stability slider.
ElevenLabs provides various products and services, including a text-to-speech API for developers, a voice cloning tool, and various AI-powered voice generation tools. These offerings cater to digital creators, businesses, and researchers seeking high-quality speech solutions.
The company is dedicated to advancing AI speech synthesis, continuously enhancing its products, and introducing new features. Real-world applications of ElevenLabs were highlighted, showing how it benefits YouTubers, businesses, and researchers.
We discussed the supported languages for Professional Voice Cloning and common issues users might encounter, such as language switching and mispronunciations, with suggestions on how to mitigate them.
The tutorial section provided a step-by-step guide on creating a voice clone and generating synthetic speech, including tips for recording and developing realistic voices. FAQs addressed user queries about text-to-speech from subtitles, famous voices, mispronunciations, and how to use SSML tags or phonetic spelling to force specific pronunciations.
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