E-learning video course design has exploded in recent years with the advent of video content that’s created by artificial intelligence (AI). The complexity and flexibility of using AI-generated media have opened the possibility for businesses to develop engaging e-learning videos, helping reduce video production costs. Many companies are developing and offering AI-driven solutions to create engaging e-learning video content. This article will discuss their services.
Some of the pioneering companies that have been using AI-generated video to create engaging e-learning content have dynamic online libraries of 1,000+ courses. They are using this technology to develop videos on topics that are not suitable or desirable for human experts to create.
This new technology will allow experts to create videos at a higher efficiency than before and help ensure that customers always have access to learning content they can easily digest and apply.
The Process of Creating AI-Generated Videos
Neural networks and machine learning can be used to create e-learning video clips. The content is created in three stages: first, the system ingests images and videos of humans performing various tasks; next, it creates a “fingerprint” or signature for each image. This initial step can be thought of as an audio fingerprint of a song or an image signature in the same way that computers are taught to recognize faces and voices. In the third step, the AI learns from examples and comes up with a visually similar (if not identical) clip of the same subject.
This technology is used to generate AI-created faces for e-learning videos. The technique can be used to curate images that tell a story or engagingly illustrate concepts.
Some of the solutions offered are simply to create images and videos optimized for mobile devices. Other solutions include video creation, audio narration, and text generation using speech recognition technology.
They offer e-learning content-driven services and tools, helping users generate engaging content based on their needs. This can be for individual users or for training a team in an organization.
Principles for Creating Synthetic Media
Many other techniques can be used to make engaging AI-created images and videos. The basic principle behind using synthetic speech is to create content that is more engaging and yet still reduces video production costs.
Synthetic speech systems have been around for a long time but have only recently started to become popular and available for use for commercial e-learning purposes. The fundamental principle of synthetic speech is that it can be made to sound like a real human speech by providing the system with recordings of naturally occurring audio.
These are then used as a database of audio sound bites to use when synthesizing the speech. The process in which this is performed is known as unit selection synthesis. In this process, each of the database recordings is broken up into chunks called “units. These units are then chosen at random to create a new number of new words without having to record any new audio files. This allows for unlimited creation and variation.
The main principles that can be used for e-learning videos are the Principles of Design and Principles of Aesthetics. These principles can be used for both designing an e-learning course and creating an engaging e-learning video.
These principles are used to help focus on the main subject of e-learning, the learner, and how they interact with the course.
In the past, designing an e-learning video was time-consuming and required highly skilled designers to use traditional animation software such as Flash. This usually meant that there was a cost associated with having a professional designer create the video, and this could increase substantially if it was needed in different formats.
Now, with the availability of machine learning-based tools, it is much easier to make AI-created faces and e-learning videos that look professional and engaging. While machine learning is a complicated topic for beginners to get their heads around, the most important thing to know when using these tools is that it takes time for them to train themselves—in a process called supervised training. However, once trained, the AI can create e-learning videos that are not only engaging and professional but also look great.