Audio/Visual Generative AI: This is a field of artificial intelligence that utilises machine learning algorithms to generate and manipulate audio or visual content. These technologies use deep learning models, specifically generative adversarial networks (GANs) and transformers to create new content that is actually not strictly human-made.
Crucial Points About Audio/Visual Generative AI
Audio Generation:
Visual Generation:
1. NVIDIA Corporation
NVIDIA Corporation designs and manufactures computer graphics processors, chipsets, and related multimedia applications. It functions via the Graphics Processing Unit (GPU) and Tegra Processor parts. Jen-Hsun Huang, Chris A. Malachowsky, and Curtis R. Priem formed the company in January 1993, and its headquarters are in Santa Clara, California. NVIDIA Audio2Face beta is a foundation application for animating 3D characters facial characteristics to match any voice-over track, whether for a game, film, real-time digital assistant
2. Alphabet Inc
Alphabet, Inc. is a holding company that owns and operates numerous businesses. It works in two segments: Google and Other Bets. Google's primary Internet products include ads, Android, Chrome, hardware, Google Cloud, Google Maps, Google Play, Search, and YouTube. Other Bets firms include Access, Calico, CapitalG, GV, Verily, Waymo, and X. Lawrence E. Page and Sergey Mikhaylovich Brin founded the corporation on October 2, 2015, with its headquarters in Mountain View, California. DeepMind launched in 2010 with a multidisciplinary approach to developing broad AI systems. The research lab brings together new concepts and breakthroughs in machine learning, neurology, engineering, mathematics, simulation, and computing infrastructure, as well as novel methods of organizing scientific undertakings.
3. Synthesia
Synthesia is an AI video creation tool that generates videos from plain text. Users can create sophisticated video presentations in-browser with no professional experience required using only text. Synthesia was formed in 2017 by a group of AI researchers and entrepreneurs from UCL, Stanford, TUM and Cambridge. Synthesia has also introduced a new AI video assistant that can create summaries of entire articles and papers. For example, a human resources person could create a brief film detailing the company's benefit packages.
4. Descript
Descript is a collaborative audio and video editor that transcribes audio into text documents for modification. It also offers automated and human transcription services for voice audio files. In addition, the platform uses speech recognition technology to quickly transcribe audio and video recordings. Descript is a new type of video editor that is as simple as a document. Descript's AI-powered features and user-friendly interface power YouTube and TikTok channels, popular podcasts, and enterprises that use video for marketing, sales, internal training, and collaboration. Descript aspires to make video, like documents and slides, a mainstay in every communicator's toolset. Descript has raised a total of $100 million, largely from OpenAI Startup Fund, Andreessen Horowitz, Redpoint Ventures, and Spark Capital.
5. Adobe
Adobe, Inc. provides digital marketing and media solutions. It operates in three segments: digital media, digital experience, and publishing. The Digital Media section provides creative cloud services that enable members to download and install the most recent versions of applications including Adobe Photoshop, Adobe Illustrator, Adobe Premiere Pro, Adobe Photoshop Lightroom, and Adobe InDesign, as well as use additional tools like Adobe Acrobat. Charles M. Geschke and John E. Warnock formed the company in December 1982, and its headquarters are in San Jose, California. Filmmakers, TV editors, YouTubers, and videographers use Adobe Premiere Pro, a nonlinear video editing application. Customers can import and mix a variety of media formats, ranging from mobile device video to 8K and virtual reality, and then edit in their native format without transcoding. Automated technologies and workflows for color, graphics, audio, and immersive 360/VR improve editing efficiency. Premiere Pro includes Text-Based Editing, which allows users to browse transcripts or search for keywords to identify and modify relevant content more quickly.
6. Pictory.ai
Pictory enables anyone to produce on-demand videos using cutting-edge Artificial Intelligence (AI). Videos generate more user interaction than any other type of content. Pictory allows you to save tremendous amounts of time and money when generating videos. The team created the first prototype during a hackathon in Seattle in 2019. In July 2020, they released the initial version of the product. Since then, Pictory has undergone numerous upgrades, and they continue to listen to and innovate with its clients.
7. SAP
SAP SE provides enterprise application software and related services. It works in three segments: Applications, Technology, and Services, Intelligent Spend Group, and Qualtrics. The Applications, Technology, and Services division includes software licenses, cloud subscriptions, and other services. Hasso Plattner, Klaus Tschira, Claus Wellenreuther, Dietmar Hopp, and Hans-Werner Hector started the corporation in 1972, and its headquarters are in Walldorf, Germany. At the beginning of the second half of 2023, the Company announced strategic direct investments in three leading generative AI companies. The investments underscore SAP’s open ecosystem approach to AI, which is aimed at leveraging the best technology to embed AI across SAP’s portfolio.
8. Meta
Facebook Inc. is a global social networking firm. The company develops social media programs that allow users to connect via mobile devices, personal computers, and other surfaces. It allows users to share their thoughts, ideas, images, videos, and other content online. The company's products include Facebook, Instagram, Messenger, WhatsApp, and Oculus. Mark Elliot Zuckerberg, Dustin Moskovitz, Chris R. Hughes, Andrew McCollum, and Eduardo P. Saverin formed the company on February 4, 2004. Its headquarters are in Menlo Park, California. MusicGen and AudioGen both use a single autoregressive Language Model (LM) to work on compressed discrete music representation streams, often known as tokens. MusicGen can produce high-quality mono and stereo samples while being conditioned on verbal description or melodic elements, providing for greater control over the created output.
9. Runway AI, Inc.
Runway AI, Inc. is a privately owned firm that creates online creativity tools for content production and video editing. Alejandro Matamala, Anastasis Germanidis, and Cristobal Valenzuela created Runway AI, Inc. in 2018. Runway AI, Inc.'s headquarters are in New York, NY. Runway's focus has increasingly evolved over the years to generative AI, notably in the video domain. Its current flagship product is Gen-2, an AI model that creates films using written cues or an existing image.
10. Aiva Technologies
Aiva Technologies SARL creates and develops AIVA, an artificial intelligence that composes music for films, commercials, video games, and television shows. The company creates soundtrack music for movies, games, advertisements, and trailers. It creates intriguing themes for projects faster than ever before, utilizing the power of AI-generated music. Aiva was created in 2016 and is based in Luxembourg. The company's platform composes soundtracks in a variety of genres, including orchestral, electronic, jazz, pop, rock, and ambient, allowing musicians and artists to cooperate and create soundtracks for everyone.
Author: Pranabesh Dutta
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