Samsung Developer Conference 2024 Scheduled for Oct. 3
SDC24 is coming to you on October 3, at the San Jose McEnery Convention Center, California, USA! Register now and make the most of this opportunity to experience the latest technologies and innovations.
• Meet-up: Talk to the latest technology experts in person. We have arranged meet-ups with various experts, including Tiffany Janzen, a tech influencer.
• SDC24 Bingo: Join the SDC program and complete a mission to get an awesome SDC gift and a lucky draw ticket. A wide variety of gifts awaits you!
• OX Trivia: Be the last survivor in the random trivia quiz! Amazing prizes await you, including the latest Samsung products.
• Code & Chill Night Party: Wrap up your day at the afterparty with free food and chill music, and form valuable networks with industry professionals!
• Lucky Draw: Don’t miss the opportunity to win the latest Samsung products such as the Samsung Galaxy Z Fold6, Flip6, and Galaxy Watch Ultra!
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The New Partner Portal for Samsung Wallet is Live for a Better Partner Experience
The partner site for Samsung Wallet and Samsung Pay is now integrated with the Samsung Developer Portal to provide a better experience for both our end-users and partners. This integration is expected to enhance usability, along with new features such as SSO, multi-account support, and promotional push messaging capabilities. Click the link below to learn more.
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Tutorial: Understanding Sensor Ranges for Galaxy Watch
Being aware of sensor ranges in wearable application development is key to optimizing application performance, enhancing user experience, and managing power efficiently. It also helps ensure compatibility across devices with varying sensor capabilities, leading to more reliable and efficient applications.
This article shows you how to use code to get sensor ranges from Samsung Galaxy watches. Learn more in the tutorial.
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Tutorial: Explore SmartThings Analytics V2
SmartThings is committed to providing developers with the tools they need to create innovative smart home experiences. We are excited to introduce our latest update: SmartThings Analytics V2. Partners certified with Works with SmartThings can see how their products are being used with PII-safe engagement data through SmartThings Analytics V2. It provides access to useful information such as the number of registered devices, active devices, customer location (country), and frequently used SmartThings features. Your product development teams can leverage this data from SmartThings Analytics to optimize your products and roadmap. Click the link below to learn more.
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IFA 2024: Samsung Reinforces the Vision of “AI for All” at Press Conference
Samsung Electronics hosted a press conference on September 5, a day before the opening of IFA 2024, the largest home appliances exhibition in Europe, which is held between September 6-10. The vision of “AI for All” was highlighted once again at the press conference. More than 700 participants, including global media and key partners, attended the press conference where senior executives from Samsung Electronics and its partners presented how Samsung’s AI technology is transforming user experiences, making them more sustainable, and contributing to a more inclusive world. Learn more on the Samsung Electronics Newsroom.
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Paris 2024: Samsung Enhances Accessibility, Showcases Galaxy AI, and Celebrates the Unifying Power of Sport at the Paralympic Games
Under the slogan “Games Wide Open,” the 2024 Paris Paralympics embodied the core values of the Paralympic games, which are determination, equality, inspiration, and courage. The event became a space for equal participation without discrimination. Samsung Electronics, as an official partner of the Paralympics for nearly 20 years, provided full support for this vision so that athletes and fans alike could explore new possibilities on this global stage.
During the games, Samsung Electronics hosted various workshop sessions at the Samsung Olympic Experience Zone held in the Athletes’ Village. Athletes had the opportunity to explore and learn about Galaxy AI and its accessibility features through customized demonstrations, experiencing how they can use the Galaxy Z Flip6 to enhance their daily lives. Athletes were able to communicate freely without language barriers in their native languages with Galaxy AI’s “Translation” feature, while Bixby Vision’s “Accessibility” feature helped athletes with visual impairments adjust to new environments. Read more about the innovative technology and enhanced experiences that athletes at the Paris Paralympics personally experienced on the Samsung Electronics Newsroom.
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Handwriting Enhancement: Recognition-Based and Recognition-Independent Approaches for On-device Online Handwritten Text Alignment
We have seen the active exploration and popularization of handwriting-based interfaces, which became commonly known as “pencil and paper” interfaces, along with the emergence of personal mobile devices equipped with touchscreens, styluses, and more. This has made it possible to create handwritten documents that include various elements such as text, mathematical expressions, and charts, but improving the visual quality of handwritten content remains a relatively unexplored and challenging task.
This study proposes two approaches to enhance the user experience by improving the visual representation of digital handwritten text: recognition-based and recognition-independent approaches. The study showed that both methods demonstrated an error rate below 4.3%, and further, more effective quality improvement can be achieved by combining these two methods. Learn more about this on the Samsung Research blog.
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Relational Proxy Loss for Audio-Text based Keyword Spotting
Keyword Spotting (KWS) is a technology that identifies pre-specified keywords in audio streams. Recently, we are seeing more active research on KWS being carried out with the popularity of voice assistants that are triggered by voice keywords such as “Alexa,” “Hi Bixby,” or “OK Google.” KWS techniques can be broadly classified into two categories: fixed KWS and flexible KWS. While fixed KWS requires users to utter fixed keywords exclusively, flexible KWS allows users to add keywords themselves. The demand for text-enrolled flexible KWS is increasing, as text-based keyword enrollment in KWS does not require multiple utterances of a target keyword but can be easily achieved through typing the keyword.
Text-enrolled flexible KWS systems typically utilize a text encoder during the enrollment phase and an acoustic encoder during the test phase. These encoders are optimized by employing deep metric learning (DML) objectives. In text-enrolled flexible KWS, it is important to increase the similarity between acoustic embeddings (AE) and text embeddings (TE) representing the same keyword, while keeping the similarity low between those representing different keywords. This study proposes Relational Proxy Loss (RPL) while focusing on the DML loss function. This approach leverages the structural relations of acoustic embeddings (AE) and text embeddings (TE), comparing and adjusting them to improve the similarity between the two embeddings, unlike the conventional DML-based approach where point-to-point comparisons are made. Learn more about this on the Samsung Research blog.
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Transitioning Cellular Networks towards Post Quantum Cryptography
Telecommunication systems like 5G rely heavily on secure communication protocols based on asymmetric and symmetric cryptography to protect sensitive information, including user identities, voice, data, messages, and network configurations. Asymmetric cryptography, commonly used for authentication and digital signatures, is based on complex mathematical models that make decryption impossible by conventional computers. However, a quantum computer with its exponential processing power is capable of handling a decryption task that would take 1 billion years with a conventional computer in about a hundred seconds, rendering existing cryptographic algorithms helpless.
Post Quantum Cryptography (PQC) is a suite of algorithms that provides encryption methods that can withstand attacks from quantum computers while being able to execute efficiently on classical computing platforms. This is particularly relevant for the next generation of cellular communication systems, which is 6G, because quantum computers are not expected to be widespread in the era of 6G, and most processing tasks will still be carried out on classical computers, thereby ushering in a “Quantum-Safe” era. This article introduces various methods for adopting PQC-based algorithms in next-generation systems. Learn more about this on the Samsung Research blog.
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