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As part of my btech project, I'm seeking a talented Natural Language Processing (NLP) expert, ideally with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Pleas...

Hello Özkan I’ll just make the official project for the 5 illustrations here, that we discussed earlier. To refresh, we would like 3 of the images to be of the BygMax character and 2 of Rasmus. I will attach a picture you can use as inspiration (please ignore the one with yellow background). Best regards The BygMax Team

I am in need of a skilled copywriter to craft clever and digestible content aimed at educating the general public about a certain technology topic. This is not a hard sell, but an opportunity to expand knowledge and spark interest. Your words need to be clear, engaging, and easy to understand for non-tech savvy readers. The ideal candidate will: - Have a background in technology or a strong grasp of tech industry concepts. - Have proven experience in copywriting, especially with informational and educational content. - Be intuitive in understanding the best way to communicate complex ideas to a general audience. Your mission will be to make an often intimidating subject matter approachable and intriguing. If you have a knack for breaking down complex information ...

...and expertise in Power Platform. Key Project Requirements: - **Dynamics 365 F&O Modules**: I need assistance in integrating Dynamics 365 F&O with Power Platform, particularly focusing on Financial Management and Supply Chain Management. - **Power Platform Integrations**: Require your support in: * Data integration: Ensuring seamless data exchange between the two systems. * Workflow automation: Developing and implementing automated workflows for various business processes. - **Vendor Invoice Creation**: The vendor invoice creation process should include: * Auto-population of vendor details: Ensure vendor information is correctly filled in. Ideal Skills and Experience: - Strong background in Microsoft Dynamics 365 F&O, particularly in Financial and Sup...

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I'm seeking an expert in Excel analytics. This project involves working with existing but undisclosed business data to help me understand and optimize the business's performance through indicators like KPIs. The freelancer's task encompasses: - The creation of robust dashboards that effectively communicate...dashboards that effectively communicate KPI outcomes. - The execution of classification analysis to differentiate key data points. - Clustering the data into discernable patterns to aid business decision making. Ideal skills for this job include Excel proficiency, data analytics experience, and an understanding of key business metrics such as KPIs, dashboards, classification, and clustering. A background in business data analysis and the ability to assign meanin...

I am in need of an experienced SEO expert who can assist with building high-quality backlinks to my website. Key Responsibilities: - Build DA30+ backlinks: The primary goal of this project is to improve my website's search engine ranking. To accomplish this, I need someone who can acquire backlinks from websites with a Domain Authority of 30 or higher. - Diverse portfolio: I am looking for a freelancer who can provide a diverse portfolio of backlinks, including guest posts, niche edits, and other effective strategies. Ideal Candidate: - Experienced in SEO: The ideal candidate should have a strong background in search engine optimization and be familiar with white-hat link building techniques. - Proven track record: I am looking for someone with a proven track ...

I am in need of skilled developers to build a cross-platform social networking app for both iOS and Android devices. The app main function will contribute to sparking discussions and interactions through cutting-edge features. Key Features: - User profiles to personalize the user experience. - Provisions for users to establish and manage 'Friend Connections' for continued interactions. - Messaging, ensuring both public and private interactions. - Peer-to-Peer Activity Recognition (PPAR) for enhancing user experience. - Live Streaming capabilities, vital for real time content sharing and interactions. - End-to-end (E2E) conversations, facilitating encrypted and private conversations. Ideal developers for this project would have experience in building apps ...

I am seeking a qualified professional with experience in both architectural and engineering drawings for a residential building. My focus is primarily on achieving accurate and detailed elevations. The ideal candidate should possess: - A solid background in residential design - Expertise in architectural and engineering drawing production - Extensive knowledge in generating elevations for residential buildings - Ability to adhere to standard codes and practices in architecture and engineering The completion of the project will entail the delivery of all required and satisfactory elevation views that my construction team can execute. Accuracy and attention to detail are paramount for this project.

I'm seeking an experienced 3D designer to create a model for a walking training dog harness. This needs to accommodate medium (30-60 lbs) and large (60+ lbs) dogs. Essential features are a front and back-leash attachment. The front leash attachment will be like a choke ...software is paramount. Previous design experience in pet accessories would be advantageous. I will also require manufacturing designs. Expectations include: - Designing a multi-feature training harness - Ensuring durability for mid-large dogs - Prioritizing comfort and control in design - Incorporating both a front and back leash attachment - Showing the dinosaur skull head in white with black background. - breathable fully adjustable polyester webbing chest with integrated choke collar design with back leas...

...project is on the design of the cards, so a strong creative background is essential. Key Requirements:  Introduces Fun Interactions: We aim to go beyond traditional quiz elements and introduce interactions that are both fun and educational.  Enhances Visual Appeal: The design should be visually captivating, with a variety of colors, shapes, and animations that appeal to children.  Encourages Exploration: The contents should motivate children to explore and engage with the card, discovering new elements and learning through play. We're reaching out for a collaboration. We're an educational company creating screen-free learning pads for 2-5-year-olds. Our product is thriving in China, and we're now targeting the U.S. market. Now, we need a talent to tak...

...incorporate subtitles at the bottom of the videos. The subtitles should be clear, easy to read, and complement the educational content. We will have the videos transcribed, will need you to match it up to the sound. The videos are in Spanish and English. This is important, as you will need to understand Spanish to know where to align the text with the sound/voice of the person speaking. Ideal candidates for this project will have expertise in video editing and display an understanding of how to incorporate branding elements seamlessly into videos. A background in educational video editing is a plus as you will need to ensure that the text captions are clear and accessible to the viewer. Speaking Spanish is a requirement. If you're up for the challeng...

I need an expert in digital marketing to help generate leads and boost sales. While the specific services required have not been decided, the focus should be on optimizing marketing efforts to target young adults aged 18 to 34. The ideal freelancer would bring a strong background in Social Media Management, SEO, and PPC Advertising. This versatility will allow us to pivot and adjust strategies as needed to ensure the highest level of success.

I need a Mechanical Engineer to design a carbon fibre scooter prototype. This project starts with the ProE proof of concept CAD model, attached. It eventually needs to be progressed to be ready for manufacturing. Ideally, bicycle and scooter design history would benefit. The job will start in about six weeks. The CAD model for prototyping is required by the end of June. Drawings and BOM for costing are necessary. I will cost with your assistance. It will be a collaborative project, with phone and email communications, and include prototype parts. An hourly rate is appropriate. Don’t apply with a structural, civil, graphics, animation or architectural background. It is a light engineering job.

I'm in need of a skilled marketing manager to oversee my upcoming tabletop game's promotional campaign, targeted specifically at children. This game is scheduled to be launched within the next year, yet I'm eager to kick off the marketing efforts at the earliest. - Target Demographic: The primary audience for this game is board game enthusiasts, family tabletop gamers and children. The chosen candidate should have a deep understanding of how to effectively market products to these demographics. The following are the key responsibilities and requirements for the job: - Marketing Channels: The ideal candidate should be proficient in utilizing a mix of marketing channels. These would include: - Social Media: Ability to create appealing content for platforms like Ins...

Logo name is Kaval Deivam For First letter K, please use the three attachments. For Letter K behind add the background of temple arch ( Check in google as Gopuram u will get images)

I need a skilled photo editor who can efficiently remove a minor scratch from a digital picture. The scratch is located over the main subject of the image and must be removed without damaging the overall quality of the image. Ideal Skills and Experience: - Expertise in Photo editing tools like Adobe Photoshop - Previous experience with scratch removal or image restoration - Attention to detail while maintaining image quality - Quick and efficient delivery time.

As part of my MBA project, I have prepared a Project with analysis on Pharmaceutical industry. It is 15000 words project. I'm looking for a skilled and experienced researcher proof read the content and rectify if any plagiarism is found. Ke...looking for a skilled and experienced researcher proof read the content and rectify if any plagiarism is found. Key areas of focus: - Conduct a thorough investigation on the project. - change the content which has plagiarism. Usage of quillbot or chagpt is not recommended. - Prepare charts and pie. Maybe 3 or 4 small charts and diagrams are there. I'm seeking a professional with: - A strong background in Research and/or the pharmaceutical industry - Excellent report writing skills, capable of delivering a well-structured and insigh...

I am looking for a talented and creative logo designer to bring my brand to life. I need a unique logo that stands out and captures the essence of my brand. The logo should be professional, modern and memorable. Logo name: Silky Roses I HAVE ATTACHED A SAMPLE DESIGN..SO I WANT THE LETTERS SR combined design like in the sample i have attached.. Key Requirements: - Creative and innovative design thinking - Proficiency in Adobe Illustrator - A strong portfolio demonstrating your design skills, particularly in logo design - Ability to understand and interpret client's needs and branding guidelines Final handover..i need in all formats,illustrator, photoshop, png,jepg,etc.

...user-friendly interface and visualizations for the predictions - Provide documentation on how the tool works, and how it should be used Ideal Skills: - Strong background in stock market analysis and investment - Proficiency in Python, with experience in data analysis and prediction - Previous experience in creating similar tools will be highly valued - Good communication skills to understand and meet the project's goals Looking forward to working with a skilled professional who can deliver on my investment analysis needs. I am looking for the data science projects which is related to stock market ,brain tumour detection …etc related to that And I need a person who can get the good data and explain the the code with which dataset ,how your gonna use this data...

...comparison for easy reference. Action Required: I need someone to thoroughly explore the websites of the listed competitors and extract all pertinent information. The final output should be a well-organized comparison table and attractive visual graphics that effectively highlight the key differences and similarities in their offerings. Here is the list of the competitors: - - - - - our software is Saninet and we have in this analisys to show that he is the best. To undertake this project, you'll need to be adept at researching and collating information

I have serval human body, arm 3d ...Image of the model is attached and I only need you to work on the arm and upper body parts, which is circled in red. Key deliverables: - The final mechanical parts should work be compatible with standard CAD software, such as SolidWorks, Onshape. STEP or SLDPRT format works for me. - The final model should be as close as possible to real human body size, The total height of this woman will be 165cm. - I only need the 3d parts to be a shell, no need for inner mechanical structure, but each pieces of the shell should have mechanism to connect to each other using screws. This project provide good example on arm - each 3d print part will have smooth surface, which means any texture on model body should be removed.

As your client, I'll need focused assistance with my project that involves two primary tasks: - **Color Correction:** I have several photographs that require professional color correction before they're suitable for online publishing. You should have an eye for detail and experience in using popular photo editing tools. A background in graphic design would be an added advantage. - **Document Formatting:** Alongside the graphics, I also have documents that need proper formatting. Ideal candidates have prior experience with professional document design and formatting, varying from layouts to font choices. For both tasks, strong attention to detail, technical proficiency, and an understanding of aesthetics are crucial. If you have experience in these areas an...

Background: King Faisal Hospital Rwanda (KFH-R) is a leading healthcare institution in Rwanda, renowned for its commitment to providing quality healthcare services to the community. In line with its vision for growth and expansion, KFH-R is transforming into an academic health sciences institution with a global impact, Africa Health Sciences University (AHSU). AHSU is an accredited institution that will train the next generation of health professionals across medicine, pharmacy, nursing and midwifery, laboratory technology, radiography, and other allied health professionals. Objectives The primary objective of this project is to develop a comprehensive branding strategy and implementation plan for Africa Health Sciences University (AHSU). The key objectives include: Develop a new...

I'm currently in need of an experienced Graphic Designer specializing in branding design. The key tasks involved are: - Logo design: I want a unique, catchy logo that stands out and ensures brand recognition. - Product Packaging: The packaging design needs to be appealing and represent what our product stands for in a striking manner. - Business Cards and Stationery: I am after a professional, coherent design that aligns with the overall brand image. I have left the core message of our branding open to interpretation; I would like to see proposals encompassing the overall feel of our brand. Ideal Skills: - Branding expertise - Creative flair - Attention to detail - Knowledge of latest design trends Having a strong portfolio showcasing these tasks' previou...

I'm in need of a talented course designer to create a comprehensive program aimed at nurturing public speaking skills and language development in children aged 7-14. The course should focus on three main areas: speech and pronunciation, vocabulary building, and confidence building. Key course requirements: - Duration: It's desired for the course to run over 1 year, with a total of 30 lessons or sessions throughout the program. The ideal candidate for this project should have a strong background in both public speaking and education, with a focus on children's development. Experience in curriculum design, particularly for online learning, is a strong advantage. Effective communication and the ability to engage with children are also crucial. Please outline...

I'm looking for a video editor to help me with a personal project. The end result should be a documentary style video. The raw footage will already be provided, and I don't need voice-over services. Key requirements include: - Proficient video editing skills - Ability to create a documentary style video - Experience with personal projects is a plus This project is a great opportunity for an editor who enjoys working on personal projects and has a knack for storytelling.

...blogging, creating pages to rank for easy keywords, running keyword reports, etc. I will only respond to offers that have confirmed they have watched the video. I will not answer bot responses. Key responsibilities include: - Utilizing SemRush to identify toxic backlinks - Compiling the list of toxic backlinks in a notepad for Google Disavow backlinks tool - Ensuring that the backlinks are safely removed from our website The ideal candidate should have: - Prior experience in using SemRush for backlink analysis - Proficiency in compiling and managing backlink lists for Google Disavow tool - A solid understanding of SEO best practices and the impact of toxic backlinks on website ranking Access to the website's Google Search Console is crucial for this task. You should have...

...improve the user experience by allowing for drag and drop functionality for file uploads. Key Requirements: - Implementation of drag and drop functionality using DropzoneJS - Ensuring DropzoneJS supports multiple file uploads at once - Do not need integration within the existing project structure. PHP Upload script working just fine. - Adherence to best practices for user interface design and user experience Ideal Skills and Experience: - Proficiency in JavaScript and relevant libraries, particularly DropzoneJS - Proven experience with front-end development and UI/UX design - Ability to integrate new functionalities to existing codebase Validation: - Start your quote with "Validation Stable MARK" to prove you read the description Please note, the files uplo...

...and creates custom Voices for the video 3D Robot & Alien characters. You will need to help me create any needed AI access and License accounts. I am seeking a proficient developer to create an AI-based tool that automatically animates, lights and composes CG characters into a live-action scene using AI and Machine learning. Using all the proper rigging of the the 3D Characters. I'm also needing you to create an AI-powered video dubbing feature for this software that can operate smoothly on Windows OS. This software should have the capability to dub videos into over 100 languages, making it a tool of immense value for content creators, filmmakers, and marketers looking to reach a global audience. I will need other features that top Ai dubbing software prog...

...my Facebook, TikTok, and Instagram accounts with the content I provide. Here's what I am seeking: - Creation of real-life promotional videos and photo posts, making my platforms appealing and irresistible to prospective customers. - Maximizing my social media engagement – increasing followers, comments, shares, and the overall reach. - Having a keen eye for details that will ensure my brand stands out in the highly competitive online space. - Strategizing and implementing posts that are in line with the objective of sales increase. Desirable skills and experience: - Proven experience in social media marketing, especially on Facebook, Instagram, and TikTok. - Strong videography and photography skills. - Experience in creating engaging content that attracts, retai...

I'm seeking an energetic and engaging actor who can boldly approach people on the street and ask them trivia questions centered around pop culture. - The right candidate would ideally have a background in an interactive and spontaneous form of entertainment such as improv or stand-up comedy. - This job requires a friendly and approachable demeanor to establish quick rapport and get people to participate on camera. - The goal of this project is to create humorous responses from the public - so, a great sense of humor and quick wit would be beneficial. - Additionally, some knowledge of pop culture would be advantageous in facilitating engaging and entertaining exchanges.

I'm in need of a freelancer who can help with B2B lead generation, with a focus on the consumer goods sector. Key responsibilities: - Generate targeted leads: The main responsibility will be to find and gather leads specifically within the consumer goods sector. These leads should be from businesses, not from consumers themselves. - Specific decision-maker contacts: I need contact details for specific decision-makers within the consumer goods companies. These contacts should be the key individuals who play a role in making purchasing decisions. Ideal Skills: - Experience in B2B Lead Generation: A strong background in B2B lead generation is essential for this project. - Knowledge of the Consumer Goods Sector: A good understanding of the consumer goods industry ...

...video creator to bring life to a few images I have, through 2D animation. The main goal of this 1.5-2 minute video is to promote my meme website, targeting meme enthusiasts of all ages. Key Requirements: - Creating a 2D animated video: You will be expected to utilise 2D animation techniques to transform the still images I provide into a dynamic and engaging video. - Content and Background Music: I am open to your creativity when deciding the content and background music for the video. - Promotion Focus: The video you create should be primarily aimed at promoting my meme website. Ideal Freelancer: - Experience in 2D animation: Previous experience with 2D animation is highly preferred. - Creativity: A creative approach in determining the content and backgr...

I need an experienced video editor to regularly produce high-quality and engaging video content for my social media channels, including LinkedIn, Online courses, website and Only Fans (If you are not comfortable with male nudity or medical procedures, this is not for you) We have multiple businesses and multiple channels: - One is a day spa - One is an injectables clinic - One is a penis Enlargement Medical Clinic - We will provide: Footage - Broken down in Dropbox folders Guidelines - As per Australian medical guidelines Ideas - List of ongoing topic ideas - Video Editing Needs: I require advanced video editing services, focusing on tasks like color correction and incorporating some special effects. Slight background music and some subtitles. - Timeline: The work will ...

I'm in need of an ATG Developer with 8-9 years of experience. You should be proficient in HTML/CSS and JavaScript. While the specifics of the project are open to interpretation, the ideal candidate should have worked with Magento and WooCommerce. Key Responsibilities: - Develop and maintain ATG based e-commerce applications - Ensure the application meets both technical and business requirements - Provide technical support and troubleshooting Ideal Skills: - ATG Development - Proficient in HTML/CSS and JavaScript - Experience with Magento and WooCommerce - Strong analytical and problem solving skills - Excellent communication and teamwork skills Candidates with experience in e-commerce platforms and a strong background in ATG development are encouraged to apply.

I'm looking for a skilled and creative individual to design Facebook static images for our upcoming campaign. The main aim of this project is to generate leads among professionals aged between 35 and 56. Number of 3 different creative has to provide by designer Key Requirements: - Design a series of engaging, professional-looking static images. - Ensure the images are appealing and suitable for a middle-aged professional audience. - Prior experience in creating Facebook ad campaigns, particularly static image ads, is a plus. - A keen understanding of lead generation strategies and how to incorporate them into visual content. ***** The Ad should be a clear message content to the viewer - A readable phone number - with looking commercial building photo******* and ...

...Dealer Essential. These images will be used to enhance our Products page and other sections of our site, highlighting the benefits and features of our software for small-medium dealerships. Project Details: - Budget: 80 NZD $ - Delivery Timeline: 2 days - Number of assets: 21 - Page Link: Design Spec Example: ---Experience in creating professional, high-quality website images/animations ---Ability to understand and visually communicate the key benefits and features of our software ---Fast turnaround time without compromising on quality ---Familiarity with the automotive dealership industry is a plus Job Scope: ---Create images/animations that blend

...mockup that incorporates JStar Capital’s branding guidelines, including color schemes, typography, and layout. Task 1.3: Develop custom icons and logos for JStar Capital, ensuring they are scalable for various digital platforms. 2. Development Phase: - Task 2.1:Set up the website structure using a suitable content management system or web development framework. - Task 2.2: Implement the front-end design using HTML, CSS, and JavaScript, ensuring responsiveness and compatibility across all devices and browsers. - Task 2.3: Integrate animations and interactive elements as per the design mockup. 3. Testing and Launch: - Task 3.1: Perform thorough testing of the website, including functionality, usability, and browser compatibility tests. - Task 3.2: Fix any bug...

I require a freelancer skilled in survey design and impactful visual content to make changes to...an entirely new survey: This will include a mix of existing and new questions, along with logos and product images. The goal of this survey will be to gather customer feedback, so creating questions that retrieve valuable customer insights will be essential. - Build a survey flow and link answers for follow up automated EDMS and other forms of communication. - Survey results will then collate into an existing dashboard Preferences: Proficiency in Survey Monkey platform is a must. Candidates with a background in marketing research or customer relations will be highly regarded. Furthermore, a good grasp of graphics, particularly in the creation of effective logos and product ...

I am looking for a proficient software developer to build an all-inclusive student fee management software. Key Features: • Ability to track multiple types of student fees • Capability to generate detailed fee reports • An automated reminder system. The software must smoothly integrate with our existing syste...management software. Key Features: • Ability to track multiple types of student fees • Capability to generate detailed fee reports • An automated reminder system. The software must smoothly integrate with our existing systems which include the school management system, attendance system, and our accounting software. Ideal Skills: • Experience in educational software development • Strong background in systems integration • S...

I have a PDF file that needs its background changed. I'm looking for a professional who can assist with this task. Your responsibilities would include: - Changing 4 pages the background of a PDF file to a specific color (color to be advised) - Selecting a suitable color to enhance readability and aesthetic appeal It would be helpful if you have: - Expertise in PDF editing - A good understanding of color theory and design - The ability to provide guidance on color selection Please let me know if you have any questions.

I'm looking for a Unity game developer with experience in creating digital card games for cross-platform deployment on mobile devices and PC. The game should also support seamless, real-time multiplayer gameplay. Key project requirements: - Development of a digital card game front-end in Unity and React.JS - Deployment on both mobile devices and PC - Implementation of real-time multiplayer functionality Skills and experience that are particularly important for this project include: - Strong background in Unity game development - Previous experience in creating digital card games - Expertise in implementing real-time multiplayer features - Ability to optimize the game for performance on both mobile and PC If you have experience in developing similar games and can deli...

I have bank statements from Bank A that I need converted into an Excel spreadsheet. The specific transactions you'll be dealing with are both deposits and withdrawals. Here's what I need: - A thorough and meticulous translation of each individual transaction: both deposits and withdrawals. - Once this data is entered into the spreadsheet, I need you to sort it by transaction type. This role requires expertise in Excel and a keen eye for detail is essential, as the integrity of the data will be paramount. Knowledge about financial transactions, specifically deposits and withdrawals, will be useful. A background in bookkeeping or accounting will also be a plus.

I am seeking a Flutter developer to create a custom package to integrate with Flutter Flow. The project will primarily involve integrating the package with Flutter Flow and potentially other services as well. The sp...for the package are not specified, and the design or wireframe for the integrated Flutter package is also not yet provided. This means you will have the opportunity to collaborate on the design and function of the package. Given the nature of the project, you should have a strong background in Flutter development, and experience in integrating packages with Flutter Flow will be a plus. Creativity, good communication skills and the ability to work collaboratively are also important. Please specify your background in Flutter development and examples of your wo...

I'm in need of an experienced audio technician, preferably with a background in voice manipulation and sound editing. As per the requirements of my project, I'm attempting to alter my voice recording to emulate that of another person, whom I have vocal samples from. Qualifying candidates should be adept at manipulating aspects such as pitch, tone, and accent to make my voice a convincing replica of the target voice. Key skills and experience: - Proficiency in sound editing - Prior experience with voice alteration tasks Please include the following information in your application: - Examples of past work, preferably including voice alteration projects. Despite the technical requirements being unspecified, proficient knowledge and use of appropriate software are un...

Please collect product information on cars that are equipped with the technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1　Background】 This technology pertains to a system that utilizes mobile devices in vehicles. Specifically, it combines a smart key system with Ultra-Wideband (UWB) wireless communication to authenticate the mobile device with the vehicle and precisely detect the location of the device. Based on this location, the system determines whether to allow or deny vehicle operations. This aims to enhance security and service quality. However, since UWB communication uses high-frequency ba...

I'm in need of a skilled photographer who is adept at enhancing and editing pictures. The pictures I need to be edited are meant for personal use, and they are a of a father and son. Key Requirements: - Color Correction - Retouching - Background Removal - The pictures should be edited in a natural and realistic style. I'm looking to work with a professional who can make these pictures even more special. Ideal Skills and Experience: - Proven experience in picture editing, especially for personal use - Ability to deliver clean, natural and realistic editing - Attention to detail - Strong communication skills, as we may need to discuss the editing direction. Please provide examples of your previous work, especially if you've edited family or p...

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Please collect product information on cars that are equipped with the technology described in the [2. Technology Description] column below. ※Note Please do not collect information based only on the information listed in [1. Background] [3. Reference information] ([1] and [3] are for reference only) 【1　Background】 This technology pertains to a vehicle control system designed to enable specific operations on a vehicle. Traditionally, there has been a smart system utilizing electronically authenticated keys through wireless communication with the vehicle. However, a new method using sound authentication with a device worn on the user's ear has been proposed. While this device offers a novel way to authenticate with the vehicle, using standard communication protocols allows...