The possibilities for handling technology and making the most of it are expanding dramatically as Artificial Intelligence (AI) continues to advance. Our lives have been heavily impacted by AI, which has changed how we see this technology.
AI algorithms can now personalize entertainment options, create content that is customized to each user, and create music and videos. AI is used everywhere, from simple jobs to making complicated judgments, because it keeps our lives simpler and more enjoyable.
The AI video generator apps like Synthesia are one of the many AI applications that have caught the attention of tech-savvy enthusiasts and investors alike. Synthesia, for example, is a cutting-edge application that uses machine learning algorithms to easily create, edit, and modify videos, changing the way we watch media. AI video generator apps like Synthesia have become a game-changing option for personal creativity, entertainment, and education.
The cost of developing one has also caused anxiety among the stakeholders. The cost to build AI video generator apps like Synthesia can range from $120,000 to $500,000. We will gradually go over these elements in this blog.
We'll also look at its market overview, top features, and how to develop AI video generator apps like Synthesia. Let's go through it quickly.
The need for generative AI technology is currently growing on a global scale since it has proven to be an effective tool for innovation across numerous industries. According to Statista, in 2023, it's expected that the market for Generative AI will be worth US$44.89 billion. The market size is anticipated to expand at a 24.40% annual pace (CAGR 2023-2030), reaching a value of US$207.00 billion by 2030.
Nowadays, both individuals and corporations use AI video generating tools to look for unique and trending ways to produce appealing video ideas and content. The development of AI technology, rising demand for video content, cost-effectiveness, personalization, expanding access to training data, and other factors all have an impact on this industry's growth.
For those who frequently shudder in front of the camera but nevertheless need to produce dependable video content for amusement or instruction, Synthesia is a lifesaver. Synthesia is a UK-based AI media production platform that enables users to make realistic videos with AI avatars that mimic human movements and facial expressions and can converse in a variety of languages.
By offering a quick and affordable way to produce video content without needing any time-consuming or pricey video production equipment. One of the most popular systems, Synthesia, is used in a variety of industries, including marketing, e-learning, and the creation of video content.
One of the most promising AI systems for creating video content, Synthesia has gotten various funding over the years as a result of its enormous popularity. In 2021, the business announced the completion of a $12.5 million Series A investment round headed by FirstMark Capital and includes angel investors including Michael Buckley, Twilio's VP of Communications, Christian Bach, and others.
According to Tech Crunch, Synthesia also closed a $90 million Series C round led by Accel, with funding from Kleiner Perkins, GV, Firstmark Capital, MMC, and Nvidia.
Tiffany's, IHG, Teleperformance, BSH, Moody's Analytics, and UN agencies are just a few of Synthesia's clients. Riparbelli claims that 35% of Fortune 100 companies use startups for marketing and training.
The development cost of AI video generator apps like Synthesia depends on a number of crucial factors. The following list outlines the main aspects that influence the project development cost:
Range and Complexity
The range and complexity of the project have a significant impact on the cost of developing AI video generator apps like Synthesia. A complex AI video generating software with advanced features, customization options, and scalability will come at a higher development cost than a clear, simple solution.
Selecting a Technology Stack
The programming languages, frameworks, and tools used in development are all impacted by the technological stack decision in terms of time and cost. Utilizing additional cutting-edge technologies may also increase costs.
Data Gathering
It might be expensive to collect and annotate a huge dataset for AI model training. Data collection could cost anywhere from $10,000 and $100,000 or more, depending on the size and quality of the information.
Application Development
The cost of developing AI video generator apps like Synthesia includes frontend and backend development. It can range from $40,000 to $300,000 overall, depending on the features and complexity of the program.
Models for Machine Learning
Building and training machine learning models for speech synthesis and video production involves a lot of effort and money. Depending on the complexity of the model and the training data, the modeling procedure alone can cost anywhere from $50,000 to $500,000 or more.
Infrastructure And Hosting
Costs for infrastructure and hosting services are impacted by scalability needs. The initial infrastructure setup may cost between $10,000 and $50,000, and ongoing monthly hosting expenses may range from $1,000 to $10,000 or more, depending on user demand.
Adherence to the law
Legal consultation can cost between $10,000 and $50,000 to assure compliance with legal and ethical requirements, depending on the complexity of the compliance requirements.
Therefore, considering various factors and the complexity required in each stage of the development process, the total cost of developing AI video generator apps like Synthesia can range from $120,000 to $500,000 and beyond.
These are a few of the most important things to keep in mind when developing AI video generator applications. Let's talk about how to create an AI video generator similar to Synthesia today.
You need to use a systematic agile development approach to build AI video generator apps like Synthesia. Understanding artificial intelligence and machine learning algorithms is crucial before beginning the development process because they form the basis of the Synthesia development process. The procedures for developing an AI video generator are listed below.
Collecting Data
Before adding timestamps and transcripts to the data for annotation, your app development team first collects numerous video and audio recordings with human voices.
Developing ML models
Next, they develop and apply machine learning models for video production (such as GANs, or generative adversarial networks) and text-to-speech (TTS) synthesis. The models are then trained using the annotated dataset to identify the avatar's gestures and speech patterns.
Speech synthesis combined
After that, vocal synthesis and video-generating techniques are used to sync the speech with the actions of the avatar. A text entry and avatar customization interface are made by the UI/UX team.
Quality Assurance
The QA professionals use tight quality control procedures to make sure that the movies produced are correct and error-free. The team also examines the content for quality and accuracy.
Deployment of Models
The development professionals will code and build the AI video generator apps like Synthesia during this step, after which it will be made available to users, giving them a flawless and efficient experience.
Iteration and User Feedback
The following phase involves obtaining user feedback to improve system performance and user interface. The team will ensure that your server architecture is scalable to accommodate the anticipated customer demand through user input and iteration.
Observance of Regulatory Laws
Adhering to data privacy standards and tackling deepfake technology-related ethical difficulties are examples of legal and ethical considerations.
Updating and Maintenance
Frequent system updates will allow for bug corrections, feature enhancements, and adaptation to changing user needs.
When developing AI video generator apps like Synthesia, several critical features must be considered. An AI video generator app with these qualities can give users a strong and adaptable tool for creating interesting video content. Let us have a look at them:
AI Avatars Made to Order
One of the most appealing aspects of the Synthesia app is its extensive collection of AI avatars. Users can choose from 140+ AI avatars of diverse nationalities, styles, and ages. You can also make your own AI avatars for your AI video creator software.
To make these avatars more appealing, continually improving them with the latest updates in quality and other avatar features. This must-have feature is essential when developing an app like Synthesia.
Text-to-Speech
This service allows users to type their draft and have it converted into professional voiceovers in a matter of minutes. This Natural Language Processing (NLP) functionality is essential for comprehending and interpreting user text inputs in your AI video generator application.
Multilingual Capability
This function enables users to create movies in a variety of voice tones, dialects, and languages that are widely used and recognized around the world. Implementing this functionality will allow you to reach a vast worldwide audience.
Cloning of Voices
The voice cloning feature of AI video Generator apps is a game-changing tool that focuses on mimicking human speech. This technology analyzes speech recordings using sophisticated AI algorithms to replicate the speaker's tone, pitch, and vocal characteristics in addition to the words stated. This feature allows users to have their avatars or characters speak in human voices by emulating human voices.
Gestures
An impressive aspect of an AI video generator app is the ability to mimic human gestures and facial expressions in the video material created. Through the use of powerful machine learning algorithms, this technology can evaluate and duplicate a wide range of movements, including facial expressions, hand motions, body language, and more.
| Category | Technology |
|---|---|
| Programming Languages | Backend: Python, Node.js, or Java |
| Frontend: HTML, CSS, JavaScript (e.g., React, Angular, Vue.js) | |
| Database | Relational Database Management System (e.g., PostgreSQL, MySQL) |
| Audio Processing | Web Audio API, Tone.js, or similar libraries |
| Video Processing | FFmpeg, OpenCV, or similar libraries |
| Machine Learning / AI | TensorFlow, PyTorch, or similar frameworks |
| Cloud Services | AWS, Google Cloud Platform, Microsoft Azure, etc. |
| Version Control | Git |
| Deployment | Docker, Kubernetes |
| Development Frameworks | Backend: Flask, Django (Python) |
| Backend: Express.js, Nest.js (Node.js) | |
| Other Tools | IDEs (e.g., Visual Studio Code, PyCharm, IntelliJ IDEA) |
| CI/CD: Jenkins, GitLab CI, etc. |
In order to make money for AI video generator apps like Synthesia while still providing value to users, a clever approach must be established. Check out the following list of monetization methods:
Model of Free Use
Offering a free version of the AI movie generator with the most important features can attract a huge user base. To earn cash, provide premium features, themes, or higher video quality as paid upgrades. With freemium models, in-app transactions are regularly used.
Model of Pay-per-Use
By establishing a pay-per-use mechanism, users can pay for each video generated. Prices vary depending on the length and level of customization of the movie. The cost per minute of generated video might range between $0.10 and $1.
Subscription Plans
Offering tier-based membership plans is a popular approach to generating cash. Basic plans may provide limited access to some tasks, but premium and pro subscriptions provide access to more advanced capabilities. Subscription costs may range from $10 to $100 per month, depending on the plan's features and the desired population.
Licensing and Business Plans
Offering licensing choices to companies that cater to the unique demands of any large-scale organization is part of the enterprise plan. The number of users, as well as the additional and customized features, influence pricing levels in this plan. Enterprise plans might cost $10,000 or more per month.
Programs for Affiliates and Partnerships
To advertise your AI video generator, collaborate with publishers, businesses, or other websites. Implement affiliate marketing networks that offer a commission for each user referred to your platform.
Finally, when estimating the AI video generator app development cost, you must consider a number of critical aspects that determine the pricing. However, determining an exact amount without detailed project specifics might be difficult.
As a result, it is critical to begin the cost estimation process with a comprehensive grasp of your app's goals and objectives. It is best to contact skilled app developers from an AI development firm like Infiniticube to get a more precise cost estimate tailored to your individual demands.
Collaboration with Infiniticube provides a thorough and expert-driven method for building AI video generator apps like Synthesia. Our methodical methodology includes data collecting, cutting-edge technology selection, data preparation, machine learning model creation, and a user-friendly mobile app development process, resulting in a high-quality mobile app.
Our focus on UI/UX perfection, thorough testing, and adherence to legal and ethical considerations demonstrates our commitment to producing a high-quality product.
Begin your adventure with an AI development company like ours to build AI video generator apps like Synthesia. By using our services, you gain access to a team of competent professionals capable of turning your idea into a reality, offering you powerful AI video generator software that is customized to your specific requirements.
Contact us or schedule a meeting call with one of our experts immediately for a thorough estimate of the cost of developing AI video generator apps like Synthesia.
Q. How do you build an app like Synthesia?
A. It is critical to use an agile strategy while developing AI video generator apps like Synthesia. The steps are as follows:
Q: What is the cost of the Synthesia app?
A. The development cost of AI video generator apps like Synthesia would range from $120,000 to $500,000 or more. This is determined by criteria such as the type of AI video generator you want to design, the degree of customization, output quality, dataset size and complexity, development and maintenance costs, and license fees. Read on this blog to see how much it costs to design a video making and sharing app.
Q. How long does it take to build Apps like Synthesia?
A. When evaluating how long it will take to build AI video generator apps like Synthesia, consider the project's scope, complexity, available resources, and the specific features you want to include. A simple MVP with few features can take 6 to 9 months to develop.
This would contain fundamental elements such as the ability to produce films using pre-made avatars and text-to-speech capabilities. A complex AI video generator with a wide range of flexibility, scalability, and advanced AI models might take up to 24 months to construct.
Director & Co-Founder
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