Companies and institutions of all sizes, and across industries, have become more dependent on Artificial Intelligence (AI). AI is changing the landscape of business and consumers. This includes the application machine learning to speech recognition in retail, as well as the application convolutional neural network, for computer vision in robotics and automobile industries (enabling automated driving), and the use neural networks in pharmaceutical (to identify new targets for drug discovery).
Patent application filings for AI technologies increased by 28% annually between 2012 and 2017. While AI technologies are being developed across many industries, the majority of these filings concern telecommunications and transportation. Personal electronic devices and computing, life, medical sciences, security and document management. Manufacturing and engineering are also some of the most common sectors. Machine learning, computer vision and natural language and speech processing are some of the most important AI technologies.
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Legal aspects regarding AI inventions in US
AI inventions can generally be patentable in the United States . However, since they involve computer-related features, it is important to consider the 35 U.S.C. 101 subject matter eligibility test as described in Alice Corp. v. CLS Bank International.
Alice is an example of An important test to determine if claims of a computer-related invention or software improvement are specific improvements to “the functioning of a Computer” or “any other technological field.” However, since Alice the U.S. Court of Appeals has found many computer and software related inventions patentable.
Further, the USPTP’s 2019 Revised Patent Subject Material Eligibility Guidance provides an example AI-based method to train a neural network for facial recognition. This is patentable under Alice.
In general, Alice suggests that patentees should concentrate on unique technical features in patent protection for AI inventions. These may include:
- Pre-processing training data (e.g. preparing unique datasets to be used in an AI algorithm)
- Training process (e.g. improvements or adjustments to a neural network or machine-learning algorithm).
- Application of trained models (e.g. to control machines or provide unique results).
- Hardware that executes a trained AI model, as well as any improvements to the hardware or deployments in a technical field.
AI technology that uses HTML technology could also be protected by copyright. Copyright would apply to AI data, such as AI data that has been pre-arranged to address preprocessing concerns in order to train an AI model.
AI algorithms, data and information are protected by the state and federal as trade secrets. This information must be kept secret and limited in use. However, this requires more vigilance than other confidential information.
What is Speech Recognition?
Technologies with built-in speech recognitions allow computers to go through three stages- one that records the spoken audio through sound waves. The other phase interprets the speech from the vibrations created by the audio. The last one begins the process of generating text from it.
Thanks to the continuous advancements being made in the artificial intelligence industry, computers are now beginning to get used to these speech patterns from experience. With the help of signal processing, they can improve the capabilities of speech recognition features.
So why is it that we are in need of voice recognition technologies? Simple. The benefits provided by computers through speech-enabled procedures are too good not to make use of. If you are curious about these particular benefits, allow us to share the following reasons why speech recognition has become such an important part of the IT industry.
Benefits of Audio Recognition Services
#1. You Can Save Up on Time
A majority of people tend to speak faster than they write, and a voice-enabled device will be able to quickly take that audio and convert it into written words on your documents. So you don’t even have to be bothered about any being delayed in the process.
And in a world where speed has become a huge necessity to get through our daily work quickly, many people have found a lot of ease through the voice recognition functions. Devoid of Common Written Errors
When we are typing, we need to be careful about punctuation marks and need to proofread long written passages after we are done. However, many new voice recognition programs prevent these kinds of things from occurring.
The voice audio which is recorded becomes devoid of most human errors- so there is no particular need to spend additional time on proofreading as long as you are making use of up-to-date programs for their reliable applications.
#2. Improves Levels of Productivity
One of the best things about using voice recognition software is that their services can provide you with assistance and support when it comes to managing your tasks and duties in your personal and professional workplace.
Many voice recognition software can set up appointments, schedules, meetings, or any specific reminders, etc. Consequently, this allows many companies to streamline their business processes efficiently and lead everyone to focus more on other parts of the business matters that don’t rely on voice recognition systems.
Additionally, it is also much easier to obtain relevant information upon a single voice instruction or a request from technology instilled with voice recognition features.
#3. Translation Made Easy
This is particularly very helpful for companies that have a foreign business partner. Voice recognition technology offers transitional language features where you can spread out your business matter that you want to communicate with your foreign collaborating partners and have the software convert your speech into their specific language and diminish the language barrier keeping both of you apart.
Moreover, this opens up new opportunities that aid in better interactions with your business partners, strengthen relationships, and work on more efficient terms to develop innovative ideas that can help the business prosper.
#4. Increased Accessibility
Voice recognition allows people with difficulties to communicate through text, a much more improved approach to make it accessible and better to use for these particular people.
Moreover, some people who suffer from disabilities such as arthritis or even hand tremors who have difficulty writing can easily utilize these audio capture services to work their way around when it comes to communicating with other people. Plus, even if you injure your hand in any way, you won’t have to worry about not communicating with others as long as you own a voice recognition software device.
So as we can see, speech recognition facilities have been providing a significant number of contributions to diverse industries and helping them manage their services even more efficiently.
However, with more progress being shown in AI development, intricate algorithms are being created that require high-level performing computers to recognize their users’ speech patterns. And unfortunately, not everyone can purchase these advanced computer systems.
But many technologists have come up with new alternative ways to counter this dilemma. As an example, let’s talk about Bao Tran- the founding patent attorney for PatentPC and an artificial intelligence technologist who invented and filed the patent application for the speech enable watch. Consequently, Tran believed there was a need to create an alternative solution that would make it much easier for people to have more access to voice-enabled technology.
Hence, the speech-enabled watch was created to have the electro features of an efficient speech recognizer, which is able to operate in real-time and one that does not require the need of a highly advanced performing computer to distinguish voice recognition patterns.
In 2020, Tran received a Gold Special Award in the 4th World Invention Academic Conference from the Korea Invention News and the WIAC organizing committee, which are the leading international award-based organizations that honor excellence for international inventions.
He received much praise for his work. With his contribution to the IT industry as a patent attorney and a technologist, Tran has made a significant impact with his innovative approach to improving technological business processes and preventing third-party harm to their clients.