Website of transcriptions
$15-25 USD / heure
In the healthcare sector, efficient transcription of dictated content is essential. The proposed solution offers rapid transcription with a manual correction mechanism, learning from corrections to enhance future transcriptions. This aims to be a website with the next key features:
- Automated Transcription: Uses multiple transcription providers.
Dropbox Integration: Central repository for file storage and processing. S3 bucket from AWS aswell could be a choice.
- Manual Correction Interface: Allows user corrections, aiding system learning and the possibility to edit the transcriptions from the mp3 or mp4 files that are uploaded.
- User Experience: User-friendly interface for easy navigation.
- Scalability: Handles increasing volumes efficiently.
- Multi-Speaker Identification differentiates speakers based on speech patterns, categorizing content for clarity. Advanced NLP processes the content, providing insights into conversations.
The project aims to transition to a SaaS platform offering subscription-based transcription services. Python serves as the foundational language, but integration with AWS is essential for scalability. Tools like Apache Spark will enhance natural language processing capabilities.
Coding Standards:
- Python PEP 8: Ensures code readability and consistency.
Code Comments and Documentation: Facilitates understanding and API documentation generation.
- Version Control: Uses Git for meticulous tracking.
Continuous Integration: Incorporates CI practices for consistent testing.
- AWS Best Practices: Adheres to the AWS well-architected framework principles.
- Apache Spark Standards: Ensures optimal performance and resource utilization.
Competitors include: [login to view URL], Scribie, Sonix, and Trint.
Initial Status:
The project originates from a Python-based program tailored for transcription. Tools like Audacity and Apache Spark offer insights guiding platform development. The current system uses pandas dataframes, but the transition to Spark dataframes aims to enhance efficiency.
Migration with AWS and Whisper AI:
Migration to AWS enhances scalability and performance. Whisper AI, an ASR system by OpenAI, is the primary transcription service provider, known for iterative learning and accuracy. Initially focused on English, there's potential for multi-language support. The choice between CPU and GPU depends on project requirements. Lambda functions in Python are explored for data cleaning tasks.
Nº du projet : #38742809
À propos du projet
150 freelances font une offre moyenne de 27 $/heure pour ce travail
I am a Python developer with extensive experience in transcription services and scalability. I can develop a website for efficient transcription with automated and manual correction features. The platform will integrat Plus
Hello! With experience in developing scalable transcription solutions and AWS architecture, I can build this robust, user-friendly platform tailored for healthcare transcription. Leveraging Whisper AI for accurate aut Plus
Hello, I'm Adel, an NLP engineer with extensive experience in developing transcription solutions. I specialize in integrating advanced NLP techniques with cloud services like AWS to create scalable, efficient systems. Plus
Hi! My name is Marjan and I'm here to offer you my services as a skilled applicant with over a decade of experience working on Freelancer.com. I believe I am the best fit candidate for this project due to my extensive Plus
@@@@@@@ Welcome client @@@@@@@ ✨✨✨✨✨✨✨✨✨✨✨✨✨✨✨ Where you are is a result of who you were, but where you go depends entirely on who you choose to be. If you reach out me, I will discuss about the project with you. And Plus
Hi, I hope you are doing well! I am thrilled about the opportunity to work on the development of a cutting-edge transcription website for the healthcare sector. The proposed solution not only offers rapid transcriptio Plus
Hi! I am a senior Python developer proficient in transcription implement with AWS, WhisperAI/OpenAI, Apache Spark for 10 years, and I am very confident in this task. I would like to discuss in more detail. Jovan
Solution to your project based on my expertise: - Develop a SaaS platform for efficient transcription with automated and manual correction features - Integrate AWS for scalability, utilizing S3 for storage and Lambda f Plus
Hey Mate , Good afternoon! ⚡⚡⚡I HAVE READ ALL YOUR REQUIREMENTS VERY CAREFULLY AND UNDERSTOOD WHAT YOU WANT.⚡⚡⚡ As a top developer with extensive experience in Pandas, AWS Lambda, Website Design, HTML and Python, I c Plus
Hi Mate, I’m an experienced developer specializing in Python and AWS, with a strong background in NLP and transcription systems. I can develop your transcription platform with key features like automated transcription, Plus
Hello, I’m excited to help you create an advanced healthcare transcription platform with robust automation, user-friendly interfaces, and scalable infrastructure. With a strong background in Python, AWS integration, a Plus
HI. I have read your requirement and it is very interesting for me. As a senior full stack developer, I can help your project with high quality on time. SO I would like to disucss more via chatting box. Thank you.
