Audio dataset for speech recognition jobber

Data capture program on a website, previously solving a captcha (audio could also solve it rather than imaging) and subsequent recording in SQL databases

I'm looking for a proficient expert to assist in implementing deep learning with Nvidia and federated learning. This project involves: - Implementing federated learning techniques to enhance model accuracy using NVIDIA - Managing a medium-sized dataset for the training process. Ideal candidates should have experience in implementing deep learning models, particularly with Nvidia hardware. Experience with federated learning and handling medium-sized datasets would be a significant advantage.

I'm starting a new yoga service aimed at beginners. I'm looking for a skilled yoga practitioner who specializes in Hatha yoga to conduct live online classes. Key Requirements: - Expertise in Hatha Yoga: You should be adept at Hatha yoga and have experience teaching it to beginners. - Online Teaching Skills: You'll be required to conduct live online classes, so a good internet connection, clear audio and video, and a good understanding of online teaching platforms are essential. - Patience and Communication: As my target audience are beginners, it's important that you are patient and able to communicate complex ideas in a simple, easy-to-understand manner. Your responsibilities will include: - Planning and conducting live online Hatha yoga classes - M...

I need a professional sound engineer to perform three main tasks on an audio file that exceeds 5 minutes in length. The original audio file is in MP4 format. The tasks include: - Removing background noise and interference, - Fixing audio distortion, - Enhancing the overall clarity of the audio. Ideally, the person for this job has experience in audio editing, sound engineering, and professional software for audio clean-up. Previous work with MP4 audio files will be preferred. This task requires precise and careful attention to audio details.

Develop a chatbot with a web chat interface using the Llama 2 7bn LLM model...verification details (employee number, name, date of birth, boss's name, and last four digits of cell number) through a structured conversation. The system will validate user inputs against an API and terminate the conversation after three invalid attempts. Upon successful verification, a text message with the new password will be sent via an external API. The project will include creating APIs for future speech input/output integration, ensure response times under 1.5 seconds, handle multiple simultaneous users with unique identifiers, and provide customizable response messages. The system will be deployed on google cloud in a Docker container, written in Python, and include comprehensive logg...

I need assistance with copying & pasting data from spreadsheets. The dataset is less than 1,000 entries. Ideal skills and experience for this job: - Experience with data entry, especially from spreadsheets - Attention to detail - Proficiency in Excel - Ability to meet deadlines It's a straightforward task. The goal is to ensure the data is accurately copied and pasted.

I'm looking for a talented jersey designer to create unique, high-quality custom jerseys for a specific Ultimate Frisbee team. The designs should incorporate the following elements: - Bold and vibrant colors: The colors need to be eye-catching and dynamic to make the team stand out on the field. - Abstract patterns: The jersey design should be creative and not just a plain color or basic pattern. I'm looking for something that captures the essence of the game. - Team logo prominently displayed: The team logo should be a focal point of the design, ensuring brand recognition and team spirit. The ideal candidate for this project would have: - Proven experience in designing sports jerseys, preferably for niche sports. - A strong portfolio ...

I'm seeking a highly professional Korean voiceover talent within the age range of 25-50 years. I have no gender preference as long as the delivery is authoritative and has an excellent command of the language. Key Requirements: - Fluent Korean language skills - Experience in voiceover work, particularly in a professional, authoritative tone - Must be within ages 25-50 - High-quality audio recording capabilities Looking forward to giving your talent a platform. Please include your previous work in your proposal.

Seeking an experienced freelancer proficient in audio technology installation to conduct an engaging project in our recording studio. I have the audio cable and boxes ready and need 2 audio box installations. The task will require running cable and soldering audio inputs while ensuring a quality connection. I also need these audio boxes mounted efficiently to suit the studio's needs. Ideal skills would include: - Experience with audio cable installation - Proficient in soldering audio inputs - Experience with mounting audio boxes.

...sentence at the front of the sentence. "I like popcorn". I'm seeking an AI developer with proficiency in Natural Language Processing and Machine Learning Algorithms to work on a project that primarily involves Image Recognition and Data Analysis. Key Responsibilities: - Develop and implement cutting-edge machine learning models for image recognition. - Create solutions for data analysis utilizing AI technologies. Skills Needed: - Exceptional knowledge in natural language processing and machine learning algorithms. - Proficiency in Python and C++. - Solid understanding of image recognition and data analysis. The ideal candidate will have a proven track record in AI development, particularly in the specified areas, and be able to trans...

I'm looking for someone skilled in both data science and natural language processing (NLP). The tasks at hand involve sentiment analysis, text classification, and named entity recognition. Key Requirements: - Your experience with sentiment analysis should be strong. - You should have a solid background in text classification and be able to manage a medium-sized dataset. - Experience in named entity recognition is essential for this project. Dataset Details: - The dataset you'll be working with is stored in text files. This is a medium-sized dataset, containing between 1,000 and 10,000 data points. The successful completion of this project will require deep expertise in NLP techniques, a keen eye for detail, and...

****** If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code

I'm looking for an experienced ML expert who can help me set up a model for audio analysis. This project is aimed at audio processing, with the goal of predictive analysis, pattern recognition, and potentially fraud detection. Key requirements: - Proficiency in Machine Learning: You should have a strong background in machine learning, particularly in audio analysis. - Experience in Predictive Analysis and Pattern Recognition: The ideal candidate will have experience in both predictive analysis and pattern recognition. - Familiarity with Fraud Detection: While not a must, familiarity with fraud detection would be an advantage for this project. The project duration is estimated to be between 1-3 hours. Please submit you...

...up with "Would You Rather" jokes for a middle school audience. The jokes should: - Be suitable for middle school students. - Be delivered in written form, without the need for illustrations or audio. - not IA generated - not from internet or from existing books (sorry, we already have them all) Ideal candidates for this project are: - Experienced writers or joke creators who understand the unique sense of humor of middle schoolers. - Able to produce engaging and fun content that is suitable for kids/family party. - Creative and able to come up with a wide range of jokes on different everyday topics. Your work will help entertain and engage our young listeners and must respect the target audience's age and sensibilities. We c...

...that involves audio analysis and documentation. Key Responsibilities: - Develop a solution (on ) that initiates from an audio file recording and proceeds to: - Audio-to-text conversion using Google Cloud Speech-to-Text - Running the transcript through ChatGPT for analysis - Summarizing the outcome in Google Docs - Maintaining a daily list of patients' names in a Google Sheet Key Objectives: - The primary goal of this automation is to enhance productivity, allowing staff to focus on more intricate tasks. - All stages of this process need to be fully automated. Additional Details: - The daily list of patients' names will be created by the dentist, during the recording session. - A webhook will be required to trigger the pro...

I am in search of an experienced graphic designer to design a logo that exemplifies the essence of my brand. Key Requirements: - Expertise in logo creation - Skill to design in different styles, as we haven't defined a specific one yet - Ability to incorporate the color blue effectively Key Objectives: - Design a visually appealing logo to increase brand recognition - Deliver a crisp and clean design capturing the brand's identity - Adhere to professionalism in design While no specific style is designated, your creativity and innovation are what I'm after. If you have experience designing brand-centric logos, I'd be excited to start this journey with you.

I'm in need of an Android developer who can create an AI chat application using Kotlin. The project will require the following skills and experience: - Proficiency in Android development with Kotlin - Experience in integrating AI functionalities - Fami...in need of an Android developer who can create an AI chat application using Kotlin. The project will require the following skills and experience: - Proficiency in Android development with Kotlin - Experience in integrating AI functionalities - Familiarity with AI Chat development - Ability to optimize for performance and scalability - Experiance in Audio/video calling - Knowledge of Firebase Database. -Chatting using Firebase. Please note that the target audience and specific features for the AI chat appli...

I'm looking for a skilled video editor who can navigate through various types of projects. The length of the edited videos may vary, so flexibility and adaptability are must-haves. Key responsibilities include: - Audio enhancement: improving and optimizing the sound quality for the best viewer experience. - Cutting and trimming: refining the raw footage to create a more polished final product. Experience in editing different kinds of videos is a plus, as the remit of projects is yet undefined. Please provide samples of previous work when applying.

I need a tool that will help me process a large amount of images by cropping them automatically to a landscape format. Project UI Link: to a landscape format. Project UI Link: Key Features: - Image formats supported: JPEG, PNG - Output dimensions: landscape (width > height) - Automatic detection and cropping of the main subject of the image is preferable or that can be selected as need. Ideal Freelancer: - Proficient in image processing and recognition - Experience with automation scripts - Strong background in image data manipulation - Familiarity with JPEG and PNG file formats. If you have the skills and experience necessary to develop such a tool, please get in touch.

As a startup business, I'm seeking a skilled designer to create a visual identity that reflects both professionalism and differentiation from competitors. The design should resonate with a residential audience and incorporate warm and neutral tones. Key requirements: - Create a brand recognition strategy - Develop a professional image - Differentiate my business from competitors Ideal Skills and Experience: - Proficiency in designing for start-up businesses - Capability to work with warm and neutral color palettes - Experience in resonating with a residential demographic - Excellent creativity and design skills Kindly showcase previous work samples reflecting the said criteria. Looking forward to an engaging and professional partnership.

I'm looking for a professional who can scrape specific tables on a government website for insurance claim statistics. Key Requirements: - Web Scraping: You should have prior experience in web scraping and can navigate through the website's structure to extract relevant data. - Data Extraction: The main focus will be on compiling data related to insurance claim statistics. The final deliverable should be a well-organized dataset with accurate claim statistics. Please share your experience in similar projects.

Estoy a cargo de un software que ya posee un manual escrito y estamos buscando un freelancer para grabar cada guía del manual en video. Descripción del Trabajo: 1. Grabar la pantalla mostrando el software y explicar los mismos procesos que se describen en la guía escrita. 2. El freelancer debe entregar el producto terminado: videos completos y de alta calidad. 3. La grabación debe incluir audio con una explicación clara y detallada de cada paso del proceso descrito en las guías. 4. Los videos serán subidos a YouTube, por lo cual deben estar en un formato y tamaño adecuados para dicha plataforma. Requisitos: 1. Experiencia en la creación de videos tutoriales o educativos. 2. Habilidad para grabar la pantalla de manera...

I am looking for an expert in AI, specifically with fine-tuning experience in Convolutional Neural Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task ac...

We want to distribute our OpenGL-Based media server software via Linux. Appimage looks like a usable way to deploy on multiple distributions. We target solely x64 architectures. The software uses OpenGL, video capture, audio output and input and connects to IO devices via USB. We already have a working .deb workflow and it would be great if you could create an appimage workflow for us that we can introduce into our deployment.

...Agency feature (we’ll create account for designer). The video should highlight how easy it is to create and manage multiple accounts, demonstrating the process of account creation, duplication, and management. Objectives: To illustrate the ease of use and efficiency of for agencies. To demonstrate key features such as account creation, account duplication, and seamless account management. To encourage agencies to sign up for by showcasing its comprehensive toolset. Video Specifications: Length: Approx. 2 minutes Format: High-definition quality, suitable for both web & social media platforms and mobile viewing. Style: Modern, professional, with a direct focus on walkthroughs and screen captures of the platform in use. The color scheme for...

I need a short, vibrant reel for the launch of a new area in our discount app. The main goal is to introduce new venues to our users, emphasizing on their logos, discounts, and a short text displaying the discount amount. Key Requirements: - 30-second duration: The reel should be concise and engaging, maintaining viewer interest throughout. - Inclusion of video footage: Incorporate clips of the new venues to give users a visual insight into what to expect. - Logos: Each venue's logo should be prominently displayed, ensuring brand recognition. - Discount amount in text: Alongside the video footage, a text overlay displaying the discount amount should be included to amplify the promotional effect. Skills and Experience: - Proven experience in creating engaging promotiona...

I'm in need of an expert logo designer to create a logo that will fulfill three core purposes: 1. Boost brand recognition. 2. Represent my company's values. 3. Attract our target audience. Even though there aren't any specific symbols or images I'd like integrated into the design, I do have a color preference - Brown. The logo will ideally capture and express our brand's uniqueness, reinforcing our identity in the minds of our audience. A successful freelancer for this project would have an impressive portfolio of past logo designs, and fluency in up-to-date design software. Understanding of color psychology in branding would also be an added benefit. I'm looking forward to seeing your creative executions of this brief.

I'm seeking an experienced data scientist with expertise in Python and R for a project that involves time series data visualization and statistical analysis. Key Responsibilities: - Conducting data visualization to present insights in a clear and compelling manner - Performing statistical analysis to extract meaningful patterns and support decision-making I will provide you with a working file that retrieves data from our Python/R library. Your responsibility would be to process and analyze this data. We use Python/R with Jupyter notebooks. Ideal Skills: - Strong proficiency in Python - Experience with data visualization tools such as Matplotlib, pyplot and of course Pandas - Proficiency in statistical analysis methods and tools I want two reports created in an e...

I'm looking for a talented mobile app developer, well-versed in Flutter, to create a cross-platform application. Here are the key aspects of the project: - Compatibility: The mobile app should be compatible with both iOS and Android platforms. - Primary Function: The primary function of the app will be OCR (Optical Character Recognition). This means the app should be able to recognize and extract text from images. - Data Extraction: The OCR function should be specifically designed to extract text from images and past that text in new screen and make search in that text for list of words if it in that text make it highlighted with different screen for user to write list of the text must be translated to user selected there must be user profile and sign a...

Video/audio service: recording voice over, transcribing, translating, voice acting, synchronizing, video post production

I'm looking for a professional logo designer to create a logo that will help boost my brand recognition. The logo will be used both online and in print, so it needs to be versatile in terms of its visual appeal and scalability. Key requirements include: - A strong understanding of design principles and branding strategies - Ability to create a unique and memorable logo - Proficiency in graphic design software for both digital and print formats - Experience in designing logos for various platforms I have some preferred colors in mind, so being able to incorporate these into the design is important. Your expertise in color psychology and its application in branding would be a great asset for this project. Please provide a portfolio of your previou...

We are looking for a Freelance Senior Creative Editor cum Promo Producer for a post-production company located in Abu Dhabi, UAE. Job Description: Video Editing and Post-Production: 1. Lead the video editing process from raw footage to final delivery, ensuring high-quality production values, visual coherence, and narrative flow. 2. Edit videos for clarity, pacing, continuity, and storytelling effectiveness, utilizing advanced editing techniques, transitions, effects, and color grading. 3. Incorporate audio elements, music, sound effects, and voiceovers to enhance the overall impact and emotional resonance of the video content. Creative Direction and Concept Development: 1. Provide creative input and guidance during pre-production meetings, script development, ...

Can you get me a quote for this small app Audio Diary overview - Firebase Auth - List of my entries - Entry detail screen - Add / Edit / Delete entry Specific Diary Entry Features - Write text entry (markdown support) - Record audio diary entry - Store and transcribe audio - Display transcribed audio text in editable format - Include player to hear original recording within entry

I'm seeking a skilled programmer with experience in Moodle and JavaScript to develop a simple yet crucial feature for our Moodle platform. The task involves writing JavaScript code to enable audio file submissions within a Moodle 'ASSIGNMENT' that will be transcribed by the ChatGPT API. Key Responsibilities: - Write JavaScript code to facilitate audio file submissions. - Implement the integration of the ChatGPT API for audio transcription. - Ensure the transcript is displayed within the Moodle assignment. Key Requirements: - Proficiency in JavaScript programming. - Prior experience with Moodle, understanding of its architecture, including the ability to create Javascript for Moodle. - Familiarity with API integrations, preferably C...

As an innovative company in need of a Jr. Flutter Developer with 1-2 years of experience, w...- Incorporation of high-quality UI/UX Design and seamless User Experience - Efficient integration of third-party APIs - Proper State Management to ensure the application runs smoothly Extra: - Previous experience with Audio Video Call projects will be a plus The ideal candidate must have: - 1-2 years of experience in Flutter development - Strong understanding of UI/UX design principles - Proven experience in API integration - Solid grasp of state management - Additional experience in audio video call projects will be considered favorably This is a fantastic opportunity for a developer with a go-getter attitude, a problem-solver mindset and a dedication to creating cutting-e...

...making editor who is seasoned in manipulating audio and visuals and fluent in english language to modify a nursery rhyme video. The project involves: ? Take note: this is a 100 videos English nursery rhyme for 100$ project Looking for basic video maker ?? ✓ basic animation ✓with music ✓no copyright ✓3 to 5 minutes video ✓ English subtitle ✓ nursery rhymes ✓ A B C D ✓ 1 2 3 4 ✓ $1 per video ✓reels $0.50 to $1 1 minute Pm ? ? - Adding english subtitles to the video, implying the need for excellent English writing and reading skills. - Removing background noise for a clear and crisp audio output. Proficiency in audio editing tools is crucial. - Adjusting the brightness and contrast to achieve optimal picture quality. This requires...

I'm looking for a Python expert who can help me preprocess and normalize a CSV dataset for a machine learning project. Key Responsibilities: - Loading the CSV dataset - Adjusting timestamps - Merging data from a single file - Normalizing the data using Min-Max scaling Ideal Skills and Experience: - Proficient in Python programming - Solid understanding of data preprocessing techniques - Experience with handling and merging large datasets - Familiarity with statistical analysis and machine learning modeling This project is crucial for setting a solid foundation for the subsequent machine learning analysis. The freelancer who takes on this role should be able to execute these tasks accurately and efficiently, with a strong eye for det...

I need an AI developer who's proficient in machine learning, particularly in the context of speech recognition. Key Points: - DEVELOP THE APP THAT GIVES FEEDBACK ON MISTAKES IN SPEECH. - DEV ELOP THE LEARNING APPROACH - EDUCATE AI TO TEACH STUDENTS Ideal Skills: - Strong background in AI and machine learning, with a specific focus on speech recognition. - Experience in developing and deploying machine learning models. - Familiarity with tools and libraries commonly used in this field, such as TensorFlow or PyTorch. - Past projects or experience related to speech recognition software development would be a definite plus.

I need a skilled linguist to transcribe a short, clear Rusyn audio recording for content creation. The audio is less than an hour long and the quality is excellent, with no background noise or disturbances. Key Job Requirements: - Linguistic expertise in Rusyn - Transcription experience - High accuracy and attention to detail - Able to complete the task promptly The ideal candidate will have a background in transcribing languages, particularly Rusyn, and a keen eye for detail. This transcription will be used for content creation purposes, so the accuracy and quality of the transcription are of utmost importance.

As the creator of this project, I'm looking for an AI/ML expert to leverage their skills and experience in object recognition and anomaly detection to analyze various types of video footage - from surveillance videos to live streams and pre-recorded videos. Key responsibilities include: * Implementing object recognition and tracking techniques to detect anomalies. * Ensuring real-time alerts for any suspicious activities, amplifying the safety measures. * Aiming for improved accuracy in detecting potential safety hazards. * Enhancing the efficiency of video footage monitoring and analysis. The ideal candidate should be proficient in AI/ML, with proven experience in object recognition, anomaly detection, and video analytics. The ability to p...

If you are familiar with AWS programming, this should be a simple task for you. I have included an example C# solution using AWS Transcribe that I need to be working. Example Program: AWS Transcribe documentation: Requirements: • I will create a new AWS free account and will supply credentials. • In my AWS account, configure any IAM role/policy/user/credentials needed to run the example program. • Change the example program to accept credentials (accessKey/secretKey) as arguments passed to the executable. • Ensure that the corrected code successfully converts the speech in the audio file to text using the AWS Transcribe service. Deliverables: • All source code • Instructions

I am looking for a PR expert to craft and implement a robust public relations strategy targeted at increasing brand awareness among general consumers. Key Responsibilities: - Strategizing, planning, and executing PR campaigns across different platforms, including social media, traditional media, and through event sponsorship. - Building a positive image of our brand and fostering a strong relationship with general consumers. Ideal Skills: - PR Management - Social Media Marketing - Crisis Management - Event Sponsoring - Media Relations Your proven skills and experience in PR strategies targeted at general consumers will be crucial. Expertise in various platforms, especially social media, traditional media, and event sponsorship is essential. The ideal candidate should po...

hey there! I am working on a project with audio narration of the Bible stories that Jesus told (also called parables). The audio would be sent over and would be a straight reading of the text. Looking for someone to create a general vibe and color palette and have a lot of fun and bring their style into it and we could do potentially 10 of these stories together. They are around 30-45 seconds long each. Some stuff I have done with other animators is up at :)

I seek a talented graphic designer to create a modern and minimalist logo that will help in establishing my brand recognition. The design should incorporate warm tones—red, orange, yellow to best represent our brand. Key requirements: - Prior experience in modern, minimalist designs. - Good color theory understanding, especially towards warm tones. - Ability to understand and translate brand identity into a logo design. This project requires an experienced designer who can grasp and deliver a creative representation of our brand to enhance customer trust through our logo.

I'm looking for a professional to create a medium-sized, Minecraft bed-inspired go kart. This project will be showcased on the EYstreem YouTube Channel, which boasts 9 million subscribers. Key responsibilities: - Design and build a functional go kart inspired by a Minecraft bed - Ensure the go kart operates quietly for filming - The go kart should be medium in size, suitable for teenagers The ideal candidate should have: - Experience in go kart design and construction - An understanding of YouTube content creation and the importance of aesthetics - The ability to deliver a high-quality, functional product on time. I represent EYstreem, a popular family-friendly YouTube channel with over 9 million subscribers. We are seeking help in creating silent...

I'm looking for a professional to create a medium-sized, Minecraft bed-inspired go kart. This project will be showcased on the EYstreem YouTube Channel, which boasts 9 million subscribers. Key responsibilities: - Design and build a functional go kart inspired by a Minecraft bed - Ensure the go kart operates quietly for filming - The go kart should be medium in size, suitable for teenagers The ideal candidate should have: - Experience in go kart design and construction - An understanding of YouTube content creation and the importance of aesthetics - The ability to deliver a high-quality, functional product on time. I represent EYstreem, a popular family-friendly YouTube channel with over 9 million subscribers. We are seeking help in creating silent...

I am looking for a PR expert to craft and implement a robust public relations strategy targeted at increasing brand awareness among general consumers. Key Responsibilities: - Strategizing, planning, and executing PR campaigns across different platforms, including social media, traditional media, and through event sponsorship. - Building a positive image of our brand and fostering a strong relationship with general consumers. Ideal Skills: - PR Management - Social Media Marketing - Crisis Management - Event Sponsoring - Media Relations Your proven skills and experience in PR strategies targeted at general consumers will be crucial. Expertise in various platforms, especially social media, traditional media, and event sponsorship is essential. The ideal candidate should p...

I'm on the lookout for an experienced video editor with superior skills in advanced editing techniques including color correction, special effects, and audio enhancement. The project comprises editing a video of a duration exceeding 10 minutes. Skills Required: - Expertise in advanced video editing techniques - Proficiency in color correction - Special effects implementation - Audio enhancement abilities Please note, a storyboard or script isn't provided, allowing you full creative control to bring the footage to life. Applications from individuals with a knack for creativity are particularly welcomed. Your portfolio demonstrating your past work would be advantageous during the selection process.

I'm seeking a talented audio engineer to mix and master my pop Hindi song. Key Project Details: - Genre: Pop - Audio Quality: The final mix and master should be in WAV format. - Vocal Tracks: There are 10 vocal tracks in the song. Skills and Experience: - Proven experience in mixing and mastering pop songs. - Experience in working with multiple vocal tracks. - Proficiency in audio editing software. - Understanding of Indian music genre preferences is a plus, but not required.

...campaign. The goal of this campaign is to increase recognition of our brand. The target audience for this brand awareness campaign are specifically drivers. Searching for an expert in either recruiting or marketing. (Please carefully read the following task before submitting any offer or asking about this project) Project: Develop a targeted recruitment campaign for drivers and establish my company’s brand in a local market with a population under one million. Company Type: A local transportation company that uses an on-demand app for providing services. Company Operation description: We’re not competing with Uber or Lyft - our new ride-hailing app offers a different transportation alternative ...