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Omniverse Audio2Face: An End-to-End Platform For Customized 3D Pipelinesby@rajdeep
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Omniverse Audio2Face: An End-to-End Platform For Customized 3D Pipelines

by Rajdeep SinghOctober 10th, 2022
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One of the announcements by NVIDIA stated that omniverse has successfully come out of the beta phase and is available for download by individuals. Initially, it was more enterprise-centric, but now they have made it a customer platform official.

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One of the announcements by NVIDIA stated that omniverse has successfully come out of the beta phase and is available for download by individuals. Initially, it was more enterprise-centric, but now they have made it a customer platform official.


Frank DeLise (Vice president of Omniverse at NVIDIA) stated that;


“Omniverse provides powerful development tools for those who want to do business growth in the gaming industry today,”


He even added;


The ability of this system to unify artists, tools and applications on a single platform can set an example for developer organizations around the world.”


1.

What is Audio2Face?

2.

How does Audio2Face Work?

3.

How does Audio2Face ease the animation?

4.

What are the system requirements for PC for Omniverse AI?

5.

Why Does The World Need An Omniverse?

6.

What Are The Benefits Of The Omniverse Audio2Face Application?

7.

What are Metahumans?

8.

What is NVIDIA Omniverse enterprise?

9.

What Are The Available Connectors In 3D Ecosystems?

10.

How does it help develop a Game with Unreal Engine 5?

11.

How Can It Be Used In the Metaverse Application?

What is Audio2Face?

Audio2face is wholly based on artificial intelligence that contributes to lip synchronization and generates facial motion from an audio source. It offers a complete character pipeline transfer by using a straightforward workflow. A conventional character pipeline transfer provision allows the characters to drive with Audio2Face technologies.

How Does Audio2Face Work?

Audio2Face is the application of the Omniverse. Its job is to simplify the complex procedure of converting an audio input into an animated facial expression. The input file is in the shape of audio format .mp3 and .wav files. After getting processed, the output produced is completely realistic in nature. This is completely an AI-based technology that provides excellent methods of generating facial animation for the conventional content creation pipeline.

How Does Audio2Face Ease The Animation?

The Audio2Face eases the animation by simply matching the voice track. This is a hassle-free lip synchronization of animated gaming characters. It also gives background voice to the NPC characters and virtual assistants. The users utilize modern solutions to create interactive apps that export caches in a conventional pipeline.

What Are The System Requirements For PC In Omniverse AI?

Elements

System Requirements

Operating System

Windows 10

Current Recommended Drivers

471.41 (Windows)/ 470.129.06 (Linux )

CPU

Intel I7, AMD Ryzen, 2.5GHz or greater

Microprocessor

64 bit

Storage

>= 500 Gb SSD

RAM

>=16 GB

GPU

Any RTX GPU

VRAM

>= 6 GB

Why Does The World Need An Omniverse?

Omniverse is developed to ease the workflow process without wasting any time. The platform is developed to make the applications more robust and scalable. People are now more interested in using apps that have created massive evolutions keeping in mind the upgraded technical aspects.


It’s well understood that the metaverse creates a virtual world that represents the person in the digital space in the form of avatars. This is a kind of new experience, and a fascinating one but omniverse has surpassed this attribute. New quality elements are added to this magnificent platform, providing a unique experience to everyone associated with it.


Similarly to the metaverse, it has surpassed multiverse by introducing an advanced feature set, and there is an easy importing of assets from existing tools. The omniverse is entirely new and on the verge of expanding. It has also introduced the concept of metahumans which is completely AI-enabled. The metahumans' role in the unreal gaming engine has proved to be amazing. This framework develops realistic human-like characters, i.e., photorealistic digital humans.

What Are The Benefits Of The Omniverse Audio2Face Application?

AI-driven:


The omniverse Audio2Face exhibits more natural and sophisticated facial movements and expressions. AI has the power to capture every single moment very accurately. This entices the users to generate interactive AI avatars combined with computer vision and organic language understanding for AI assistant creation. These can be personalized as per every market industry.


These virtual assistants facilitate help in making restaurant orders, banking transactions, appointments, or reservations in several sectors. They are liable to give tough competition to humans in the future. There is the simulation of various technologies that can quickly build real-time applications.


Its benefit can also be seen in the Wildfires, which are one of the biggest concerns today. one of the best aerospace companies and the omniverse are working on the fight against the same. There is a great collaboration where AI simulation and the digital twin simulation will provide an in-advanced visualization technique to know the fire forecast to suppress it before it slips off.


No Language Dependency


Certain platforms are language specific. But omniverse Audio2Face comes with independent language selection. It is because it supports facial expressions. This is an advanced move with absolutely no chance of any mistake. Everything will be judged based on voice recognition and lip synchronization. The sensory voice is taken as the input, then processed, and the app receives the final outcome.

What Are Metahumans?

MetaHumans are the digital characters that are a part of unreal engine games.  There is the transmutation of the metahumans into a virtual world by creating characters that seem to be realistic. A variety of characters surely transports everything from the Epic Games Marketplace. In the unreal engine, there is the proper setting of the metahumans that captures the complete body including facial expressions.


Key Features

Convenient to use


These digital humans are easy to handle. No instruction manual is needed. Go through the database, choose the initial point from different ranges, and then redefine the characters with the help of the sculpting tools. All this is done just by dragging the assets.


Extensive variability


The character's features, like eyes, hands, teeth, nose, etc., are a huge possibility for picking up the faces for the projects. The user selects the body type, and the apparel is picked from different toolsets to have a perfect metahuman.


MetaHuman creators have the power to develop everything from real-world scenarios. So the adjustments and any changes are made based on the data collected. The data is extremely limited. Therefore a metahuman is very easily created. Then, it comes to the other things like choosing the skin tones and hair color to make the characters close to the actual one.


3D Rigging


The metahumans, along with complete body parts, give authentication to create animation in the Unreal engine. The 3d animation rigging is done with the help of Speech graphics, digital domain, motion solutions, and ARKit.


Included Source Data


The metahumans created have the source data included. It is usually in the form of Maya File, an AI-enabled auto desk. This encompasses the meshes, animation controls, facial rigs, Skelton, and more.


The metahuman plugin that applies to the unreal engine allows the conversion of the personalized mesh into a completely rigged metahuman. More alternatives correspond to clothing and hair to give a pragmatic look.

What is NVIDIA Omniverse Enterprise?

NVIDIA omniverse enterprise will help various teams develop 3D internet and metaverse apps.


There is a lot of complexity faced with a wide collection of software toolkits that provide designing which is true to reality.


The following characteristics are part of an omniverse enterprise;

Personalized and Extensible


Omniverse Enterprise allows designers and developers to build highly advanced 3D pipelines with AI-enabled functionalities to develop connections with existing ones through Python script.


Completely Enterprise-based


The downtime of the system is reduced and allows critical projects to stay on track with NVIDIA’s enterprise-level support.


Scalability


Omniverse is known for manually accelerating the simulation and the visualization directly from the desktop to the data center.


What Are The Available Connectors In 3D Ecosystems?

  • Autodesk 3Ds Max
  • Epic Games Unreal Engine
  • Reallusion Actor Core
  • Autodesk Maya
  • Ipolog
  • Graphisoft Archicad
  • HDR light studio
  • Synctwin
  • SketchFab
  • Trimble SketchUp

How Does It Help Develop A Game With Unreal Engine 5?

Gamers' expectations are increasing drastically, and they want to explore more to satisfy gamers' demands. The players are fans of the immersive world with huge libraries consisting of 3D content. This is a very daunting task, and much money is invested in structuring the game. The integration of AI combined with fantastic lighting elements.


There are a  lot of challenges that are faced by the creators, developers, and users that need to be resolved. The biggest advantage is to allow the artists and designers to perform the work together, and that too in real-time. Big firms like NVIDIA and Adobe have worked together uniquely to give a 3D experience to users. Such is the craze of people towards this excellent platform that more than 50k creators have already downloaded.


Omniverse can quickly take on challenges and support developers in developing a photorealistic game. This contributes to building seamless relations in-between artists, software tools, and assets on a single platform.


Many established film studios in Hollywood have adopted USD. There is the integration of real-time tracing graphics. This can be seen in the unreal engine that completely supports USD. The USD offers versatile features.


Gaming is undoubtedly a dynamic and vibrant realm that should provide a fantastic gaming experience.

How Omniverse Be Used In the Metaverse Application?

Omniverse has the potential to allow persons and larger organizations to have digital collaboration across various industry sectors. Some workflows are equally complicated and stimulating because of the 3D workflow. It has limitations due to larger user connectivity, tools involved in content creation, focus on artificial intelligence, etc.


Integrating the omniverse in the metaverse includes AI models for the smooth creation of digital avatars. This makes the user's experience in terms of performing any activity interactive. There is a great advancement in the USD (universal scene description), an open-source format that depicts the three-dimensional representation of the graphics and the platforms involved.


The basic functioning of the omniverse in the metaverse is to give special and next-level visual effects to give a fully immersive experience to the people. It has its application in multiple domains like engineering and architecture, giving complete support to the "Industrial Metaverse," a new thing in the making.


Various real-world industries want to explore the metaverse to serve various sectors like healthcare, finance, retail, manufacturing, etc. It is also helpful in developing metaverse applications and creating more effective automobile infrastructure related to vehicles and factories.


Bottom Line!!


As the metaverse is enjoying immense popularity in the virtual world, the next big thing that has started creating ripples in the 3D world is the omniverse. Its implementation is viable in every sector and creates digital twins for real-world simulation.


Omniverse provides effective protocols and standards that allow services for the apps and the customers. It's an amalgamation of programming languages and concepts related to physics. The users can teleport themselves into the omniverse with VR and return to the real world with AR.


On the whole, it can be said that the omniverse has the potential to transform every industry. This can be used in the workplace where the employees can be connected with each other in real-time by 3D tools. This helps in achieving swift production with the help of full-service enterprise support.