The rise of technologies such as Web 3.0, Industry 4.0 and 5G networks promise a future of fast-paced communication and connectivity. It is, thus, important that this world of increasing connectivity does not succumb to the problem of language barriers. While commercial tools such as translators offered by Google and other conglomerates are helpful, they lack the ability to translate at high speed to ensure better communication between individuals and organizations, as well as the full utilization and participation in the digital media ecosystem. Thankfully, Meta has created a solution for this issue. Recently, Meta open-sourced an Artificial Intelligence (AI) based tool with the capability to translate across 200 different languages, which the earlier translators remained incapable of doing. Meta founder and CEO Mark Zuckerberg introduced the world to their recent project, No Language Left Behind (NLLB). This AI-based technology will help people to connect better and be a part of the Metaverse. <h2 style="color: rgb(14, 16, 26); background: transparent; margin-top:0pt; margin-bottom:0pt;">Meta's Open Source AI</h2>AI researchers at Meta created the No Language Left Behind project as an effort to bridge the communication gap by developing high-quality machine translation capabilities. Launched over six months ago, NLLB is an ambitious project of Meta to create a universal language translator and enter into a market valued at $800 million in 2021 and speculated to expand to $7.5 billion by 2030. Meta believes that the goal of having a universal translator can be achieved with innovative collaboration. Therefore, they made the AI open-source for researchers to expand its scope by contributing to the initiative. In addition, the company is planning to launch Taiwanese Across Taiwan, a revolutionary benchmarking system for speech-to-speech translations based on a Hokkien speech corpus, as well as "the speech matrix," a large corpus of speech-to-speech translations mined with Meta's cutting-edge data mining technique called LASER, according to Zuckerberg. This is in addition to the training data and model open-sourcing that Meta has so far done for this project. Researchers will be able to develop their own speech-to-speech translation (S2ST) systems by making use of this technology. <h2 style="color: rgb(14, 16, 26); background: transparent; margin-top:0pt; margin-bottom:0pt;">The Language Factor</h2>At a time when most commercial translators are able to handle a handful of languages, Meta's AI is an ambitious project in which a single system will be able to translate across 40,000 directions in 200 languages. In the NLLB project, the company's main interest lies in including 'low resource languages', i.e. languages with less than 1000 translated sentences available online. The translation technology we require is already available in today's apps and web tools to those who can speak languages like English, Mandarin, or Spanish. Today, almost half of the world's population cannot access online content in their native tongue. There is a single tool called No Language Left Behind that can translate every written language. This will help the company proliferate its user base and also make the internet diverse and immersive for the users. By open-sourcing the model, Meta will enable creators to build tools that employ the same technology. Thus, it can help in the creation of AI assistants that work well with certain languages and enable better close captioning for films. This feature, they emphasize, will include several African and Indian languages that are not supported by the existing translation tools. It further improves the existing language translators by a margin of 70% and a 46% increase over what is available in the other translation tools. <h2 style="color: rgb(14, 16, 26); background: transparent; margin-top:0pt; margin-bottom:0pt;">Open for All</h2>Although the model is still under development, it does improve connectivity across speakers of Hokkien and English. The main disadvantage is that, in its current state, it can only translate one whole sentence at a time. Therefore, this No Language Left Behind initiative by Meta was made open source to welcome collaborative research and collaborative technology to help improve AI technology and make translation seamless at high speeds. This will offer users a better experience. The company is also awarding grants of up to $200,000 for impactful uses of AI, namely NLLB-2000. These grants will be offered to non-profit organizations and initiatives driven toward sustainability, food security, gender equality etc. Researchers involved in linguistics, machine translation, and language technology are also being encouraged by the company to apply for grants employing NLLB-200 to translate two or more African languages. These open-source initiatives will help Meta support over 25 billion translations across Facebook, Instagram and other technologies. It will also help them in their future projects, such as augmented reality glasses. <h2 style="color: rgb(14, 16, 26); background: transparent; margin-top:0pt; margin-bottom:0pt;">Conclusion</h2>Meta's open-source No Language Left Behind (NLLB) initiative is an ambitious project that will bring AI and machine-driven technologies to make communication in the digital sphere seamless. A universal speech translator will create a space where Metaverse residents can communicate with each other in their own language in real-time. Additionally, employing AI to overcome linguistic barriers is nothing new. This is a project that tech giants such as Google and Apple have been working on. As a part of this, they also provide translation tools. India has been working on a similar initiative known as the National Language Translation Mission with the help of the Indian government (NLTM). Using AI to bring in a universal translation technology, Meta has a certain edge over its competitors. Plus, beyond translation, the model will also help to spot harmful content, misinformation, and hate speech, as well as help organizations, serve better ads to their consumers in the language that they can easily understand. With this NLLB initiative, Meta has got closer to its objective of giving people the power to build communities and bring the world together.

Naitik

Premium reporting on technology, startups, VC funding, and software from Techfastly tagged with AI. Read about themes, trends and strategies for AI.

Artificial Intelligence

Meta’s New Open-Source AI Will Break Language Barriers and Welcome A Universal Language Translator

The advent of 5G network technology is changing the automotive industry. This article examines its potential and how it could benefit carmakers and consumers alike.

A smooth rollout of 5G and accompanying technologies can play a big role in shaping the automotive industry for the future.

The Automotive Industry Can Benefit from the Rollout of the 5G Network

How 5G Will Benefit Automotive Industry? | Techfastly

The automotive industry will benefit immensely from industry 4.0 and IoT development. As India prepares for the rollout of 5G services, the automotive sector is expected to see exponential growth in data. Today, the automotive industry uses cellular networks for features such as satellite navigation, infotainment and emergency services. However, with the rollout of the 5G network, more revolutionary features will be added to the automotive sector.&nbsp;&nbsp;According to Gartner research, the 2023 automotive sector will be a significant market for 5G IoT solutions, taking up around 53% of the 5G IoT marketing endpoint. With these developments, the automotive industry is looking to benefit from the rollout of the 5G Network in India.&nbsp;&nbsp;<h2>What is Cellular V2X (C-V2X) Technology?&nbsp;</h2>&nbsp;Cellular Vehicle-to-everything or C-V2X is a technology that offers low-latency vehicle-to-vehicle (V2V) connections, Vehicle-to-pedestrian (V2P) and vehicle-to-roadside infrastructure (V2I) communication. It is a unified connectivity platform that uses two complementary transmission modes.&nbsp;&nbsp;The first transmission mode provides direct communication between vehicles and the vehicles with nearby infrastructure and other road users such as cyclists and pedestrians. This mode works independently of cellular networks. In the second mode, CV2X uses regular mobile network communications to get access to information about road conditions and traffic around the vehicle.&nbsp;This technology can change the way vehicles are driven and give rise to a cooperative driving environment with connectivity between cars and the infrastructure. Further, it gives access to information that can help in reducing accidents prone to lane changing and collisions.&nbsp;&nbsp;<h2>How Will 5G Benefit the Automotive Industry?&nbsp;</h2>&nbsp;The next generation of mobile communications networks will make it possible for new business concepts that today's consumers can only imagine, such as self-driving cars, smart cities, and intelligent factories.&nbsp;5G networks are 100 times faster than the 4G network. Adding to it, the low latency and high reliability of 5G networks can change the way the automotive sector functions. The higher bandwidth thus offered by 5G will benefit in faster data-sharing between cars and enable exchanging of high volumes of 3D and sensory data. This will improve situational awareness and bring about self-thinking, automated cars.&nbsp;&nbsp;This introduction of 5G will not only change how cars are driven but also revolutionize how cars are produced. Connectivity that is almost real-time, secure and instinctive will increase productivity by networking all production systems and machines more seamlessly. Thus, with the 5G network, the car industry will be among the first to benefit from both features in production. Manufacturing-as-a-service and digital twin will advance thanks to the 5G network and potentially become standard practice.&nbsp;With the help of artificial intelligence, virtual reality, and the Internet of Things, advanced CASE (Connected, Autonomous, Shared, and Electrified) technologies will be fully utilized (IoT). Self-driving cars rely heavily on data and employ hundreds of sensors to make them faster and smarter.&nbsp;&nbsp;With the 5G rollout, the automobile sector is going through a significant digital change. Voice-activated, AI-driven vehicle cockpits and 5G networks will direct e-commerce, services, and sales activities. More connected, autonomous, shared, and electric vehicles will be available by 2030. (CASE).&nbsp;&nbsp;According to ongoing investments in the automobile industry and elsewhere, the dominant CASE megatrends are here to stay. It involves pursuing on-demand, personalized, integrated, automated, and environmentally responsible travel. Businesses can enter a completely new world thanks to 5G, but for it to fully realize its promise, a number of other technologies must work together.&nbsp;<h2>Promises and Pitfalls&nbsp;</h2>&nbsp;To fully exploit the potential of 5G, however, automobiles must make sure that they are speaking the same language, are not interrupted, and can trust what one another is saying. It is not enough for cars to talk to one another and their environment for a successful rollout of 5G in the automotive industry.&nbsp;&nbsp;Further, for the services that the introduction of 5G can offer, it is important that an automaker be confident that the feature it rolls out to customers works 100 percent of the time, regardless of network or location. It is imperative that cars with V2X and 5G-enabled features can remain intact even as they travel across different networks and edge infrastructure between regions. This is particularly true if it is used to deliver information about traffic hazards, such as accidents and road construction, both for drivers and pedestrians.&nbsp;<h2>Conclusion&nbsp;</h2>&nbsp;Thus, introducing 5G in the automotive industry will revolutionize how cars are driven and produced. The developments that come with C-V2X technologies will open up new and seamless possibilities in cars to provide safer travel, reduce accidents and tackle traffic congestion.&nbsp;&nbsp;A smooth rollout of 5G and accompanying technologies can play a big role in shaping the automotive industry for the future. With the measures taken by manufacturers such as Mercedes Benz to test 5G capabilities, the industry is bound to grow and benefit from the introduction of 5G technology.&nbsp;

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