Integrating Automatic Speech Recognition (ASR) technology into your products can really help them stand out.uer, providing features such as audio tranion, video captions, hands-free voice control and more.
But when planning to add ASR to a project, you face a choice: should you build your own ASR implementation from scratch, or work with a third-party ASR vendor to integrate their solution? in your product?
There are pros and cons to both of these approaches, depending on your business - let's review a few of them here.
Build vs. buy considerations
When evaluating the opportunity build your own ASR system or are using an existing third-party solution, there are some very important considerations to take into account. The most important things to consider are how you are going to use ASR in your product and whether it will justify the costs of con.struction of the development of your own implementation.
For example, will ASR be the heart of your product, or will it be just one additional feature among many? Not only does building your own ASR system require significant upfront costs, but you will also need to invest time and resources - and sometimes these could be better used to develop other parts of your product or business.
De, which makes audio and video editing software, partners with Rev.ai for their ASR needs.
"Building was not an option at beginning, because that was not the core competency of our product, "said Sunny Rochiramani, vice president of engineering at De." The goal was to offer our customers what 'better, and Rev has satisfied many of those needs. "
Whenstarting a new business or launching a new product, time is running out. You need to impact your audience before your competition, and you need to market your product's unique selling points to potential customers.
Spending time developing your own ASR implementation could therefore impact your time to market, and this could be crucial for any fledgling business. The ASR system you create can also fight established competitors like Rev , who have been the market leaders for years. These competitors will have fine-tuned their ASR systems with the help of large teams of developers, scientists, expertslinguistic and huge amounts of user data.
These ASR systems usually offer everything that customers need, so you have to ask yourself: would your system offer something different? If not, partnering with an existing ASR supplier could save you money and time, and get your product to market faster, while still meeting your customers' demands.
Of course, if you really need a unique ASR system customized for your product, then the investment in building your system could pay off.
Cost of development
If you are planning to build your own ASR system, then you will need to build a team of qualified developers. With salaries of around $ 100-200,000 per person (depending on the Automatic Speech Recognition: White Paper on Create or Buy ), these costs can quickly drop 'accumulate.
Training a team to develop an ASR system is also not a short-term investment, nor is it something that you can outsource to freelancers, as ASR systems require constant maintenance to make sure they're as accurate and feature-rich as possible. Models, for example, need to be regularly recycled with the latest data to keep them as useful as possible, and that requires a lot of work.
"I've seen tech companies end up creating a lot of things that are extensions or things that exist… because they want to do it a bit.ieux, ”Rochiramani said. “In the long run, you end up paying a lot more because of the cost of labor and how much wit you have. spend as a management team on some other problem, when you might be spending that time growing your business. "
ASR systems can have multiple points of failure, which means as the ad Qualified team is needed to make sure the system is running smoothly 24/7, and again this can prove to be costly.
If you are looking to build a business or product that works on a large scale, then investing in a team of engineers to create an ASR system can prove to be useful.
For small businesses, however, in especially startups, these costs, which could reach $ 900,000 per year, will not be sustainable.partnering with an existing ASR provider like Rev.ai.
In the meantime, partnering with an existing ASR provider can reduce much of this expense. the equation. For example, Rev can help ensure your product stays fully functional whenever needed, ensuring 99.9% uptime - which would require a large team of engineers if you were to build your own.
For more details on the considerations for building your own ASR system versus partnering with a vendor, download Build vs Buy Whitepaper from Rev.ai for an in-depth analysis of the following topics:
- Cost of developers
- Cost of data
- Cost of infrastructure
- When construction is warranted
- The business case for partnering with an ASR supplier
You can also try Rev.ai for free to see how it can be implemented in your product.