FREE AI Voice Tool: Text-to-Speech (TTS) & Voice Cloning - MetaVoice

WorldofAI
9 Feb 202410:04

TLDRThe video introduces Meta Voice 1B, a state-of-the-art text-to-speech model that offers human-like voice generation for free. With a focus on emotional speech, rhythm, and tone, it minimizes hallucination and allows zero-shot cloning with just 30 seconds of reference audio. The model supports cross-lingual voice cloning and long-form synthesis, and is available under the Apache 2.0 license. The video demonstrates how to get started with Meta Voice, including deploying it on Google Cloud and using the demo, and showcases its capabilities with various voice styles and customization options.

Takeaways

  • 🚀 Metav Voice 1B is a state-of-the-art text-to-speech model offering human-like voice generation for free.
  • 📚 The model is trained on 100,000 hours of speech data, ensuring high-quality voice cloning with minimal hallucination.
  • 🇬🇧 It supports zero-shot cloning for American and British voices, requiring only 30 seconds of reference audio.
  • 🌐 Metav Voice is available under the Apache 2.0 license, allowing unrestricted use.
  • 🔍 The model prioritizes emotional speech, rhythm, and tone in English, aiming for a natural and authentic voice output.
  • 🌟 It offers cross-lingual voice cloning with fine-tuning capabilities for different accents.
  • 📈 The model supports long-form synthesis, making it suitable for extensive voice-based content creation.
  • 🔗 Users can deploy Metav Voice on Google Cloud or install it locally, with detailed guides provided.
  • 🎥 There are demo versions available for users to try out and understand the capabilities of Metav Voice.
  • 📊 The script mentions partnerships with big companies offering subscriptions to AI tools for free, enhancing business growth and efficiency.
  • 📝 The video script is part of a YouTube video series exploring AI and its applications, aiming to educate and inform viewers.

Q & A

  • What is Metav Voice 1B?

    -Metav Voice 1B is a 1.2 billion parameter text-to-speech model trained on 100K hours of speech data, designed to generate human-like AI voices with minimal hallucination.

  • What are the four key priorities of Metav Voice 1B?

    -The four key priorities are: 1) Emotional speech with rhythm and tone in English, 2) Zero-shot cloning for American and British voices with just 30 seconds of reference audio, 3) Support for cross-lingual voice cloning with fine-tuning, and 4) Priority support for long-form synthesis.

  • How does Metav Voice 1B minimize hallucination in voice generation?

    -Metav Voice 1B minimizes hallucination due to its extensive training data and large model size, which allows for more accurate voice cloning with less deviation from the original voice.

  • What is the license under which Metav Voice 1B is released?

    -Metav Voice 1B is released under the Apache 2.0 license, which allows for unrestricted use and is completely free.

  • How can one get started with Metav Voice 1B?

    -One can get started with Metav Voice 1B by deploying it on Google Cloud, trying out the demo, or installing it locally following the provided guides.

  • What is the process for deploying Metav Voice 1B on Google Colab?

    -To deploy Metav Voice 1B on Google Colab, you need to save a copy in your drive, change the runtime type to the best available hardware, install the required packages, and set the output directory.

  • How much reference audio is needed for zero-shot cloning with Metav Voice 1B?

    -For zero-shot cloning, Metav Voice 1B requires approximately 30 seconds of reference audio.

  • What are the customizable features of Metav Voice 1B?

    -Metav Voice 1B allows users to customize the voice by adjusting parameters such as speed, tone, and style, and supports different accents and speaking styles.

  • How can users test Metav Voice 1B before deploying it?

    -Users can test Metav Voice 1B using the provided demo, which is free to use and allows inputting prompts to generate AI voice samples.

  • What are the benefits of supporting Metav Voice 1B on Patreon?

    -Supporting Metav Voice 1B on Patreon provides access to paid subscriptions, consulting services, networking, collaboration with the community, daily AI news, resources, giveaways, and more.

Outlines

00:00

🤖 Introducing Metav Voice: A Revolutionary AI Text-to-Speech Tool

The paragraph discusses the discovery of Metav Voice, an advanced AI text-to-speech model that offers human-like voice generation for free. It highlights the model's 1.2 billion base model trained on 100K hours of speech, emphasizing its ability to produce emotional and rhythmic English speech without hallucination. The speaker shares their experience with the tool and mentions partnerships with big companies offering free subscriptions to AI tools, including access to a community for networking and collaboration. The paragraph also touches on the model's open-source nature under the Apache 2.0 license and teases a detailed exploration of Metav Voice's capabilities in the video.

05:01

🚀 Getting Started with Metav Voice and Its Customization Options

This paragraph delves into the practical aspects of using Metav Voice, explaining how to deploy it on Google Cloud and try out the demo. It mentions the ease of starting with the tool, the support for cross-lingual voice cloning, and the ability to fine-tune accents. The speaker provides a step-by-step guide on how to set up the tool on Google Colab, including installing necessary packages, setting output directories, and uploading reference audio samples. The paragraph also showcases the customization options available, such as adjusting the speaking speed and style, and encourages viewers to experiment with the demo before diving deeper into the tool.

10:01

🎉 Wrapping Up: The Future of AI Voice Cloning with Metav Voice

The final paragraph wraps up the video by reiterating the potential of Metav Voice as a groundbreaking AI voice cloning model. It encourages viewers to explore the tool further and provides links to resources used in the video. The speaker also promotes their Patreon page for additional benefits, such as access to private Discord, Twitter for AI news updates, and previous videos. The paragraph ends with a call to action for viewers to subscribe, turn on notifications, and engage with the content, spreading positivity and looking forward to future interactions.

Mindmap

Keywords

💡Metav Voice

Metav Voice is an AI-driven text-to-speech model that generates human-like voice outputs. It is highlighted in the video as a free tool with impressive voice cloning capabilities. The video discusses its features, such as emotional speech, rhythm, and tone, and its zero-shot cloning ability for American and British voices.

💡Text-to-Speech (TTS)

Text-to-Speech technology converts written text into spoken words, which is the core functionality of Metav Voice. It's used to create voiceovers for various applications, and the video showcases how Metav Voice excels in this area with its high-quality voice generation.

💡Zero-Shot Cloning

Zero-shot cloning refers to the ability of an AI model to replicate a voice without prior exposure to that specific voice's data. In the context of the video, Metav Voice can clone voices with just 30 seconds of reference audio, demonstrating its advanced learning capabilities.

💡Cross-Lingual Voice Cloning

This term refers to the AI's ability to clone voices across different languages and accents. The video highlights Metav Voice's support for fine-tuning various accents, which enhances its versatility in creating voiceovers for a global audience.

💡Long Form Synthesis

Long form synthesis is the AI's capability to generate extended speech outputs, which is crucial for creating lengthy voiceovers or narrations. The video suggests that Metav Voice can handle long-form content effectively, making it suitable for more extensive projects.

💡Apache 2.0 License

The Apache 2.0 License is an open-source license that allows users to use, modify, and distribute the software without restriction. The video points out that Metav Voice is under this license, making it freely available for use without legal or copyright concerns.

💡Google Cloud

Google Cloud is a cloud computing service that provides various tools and platforms for building, deploying, and managing applications. In the video, it is mentioned as one of the platforms where Metav Voice can be deployed, indicating its scalability and integration with cloud technologies.

💡Google Collab

Google Collab, or Google Colaboratory, is a cloud-based platform for machine learning and data analysis. It allows users to write and execute Python code in a collaborative environment. The video script describes how to use Google Collab to deploy Metav Voice, highlighting its user-friendly interface for AI model deployment.

💡Voice Cloning

Voice cloning is the process of replicating a voice using AI technology. It's a central theme of the video, as it discusses Metav Voice's ability to clone voices with high accuracy and naturalness, which has potential applications in various industries, from entertainment to customer service.

💡Emotional Speech

Emotional speech refers to the ability of a voice synthesis model to convey emotions in its output. The video emphasizes that Metav Voice can produce speech with emotional nuances, making the generated voices more realistic and engaging.

Highlights

Metav Voice is a free text-to-speech model with high-quality AI voice generation.

Metav Voice 1B is a 1.2 billion parameter model trained on 100K hours of speech.

The model focuses on emotional speech, rhythm, and tone in English with zero hallucination.

Zero-shot cloning is possible for American and British voices with just 30 seconds of reference audio.

Metav Voice offers partnerships with big companies providing free subscriptions to AI tools.

Support for cross-lingual voice cloning with fine-tuning is available.

Long-form synthesis is supported by the Metav Voice model.

Metav Voice is under the Apache 2.0 license, allowing unrestricted use.

The model can be deployed on Google Cloud, and there are guides for local installation and cloud deployment.

Google Colab notebooks are available for easy setup and use of Metav Voice.

Metav Voice allows for voice cloning with customizable styles and accents.

A demo is available for users to try out Metav Voice for free.

The model can generate human-like voices with adjustable parameters for speed and tone.

Users can upload their own voice samples for cloning or choose from pre-existing voices.

Metav Voice has a user-friendly interface for generating speech from text.

The video provides a detailed exploration of Metav Voice's capabilities and how to get started.

The presenter offers one-on-one consulting services for business growth using AI solutions.

The video includes links to Patreon for access to private Discord, AI news, resources, and giveaways.

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