WEBSITE OF TRANSCRIPTIONS
Descrição da oferta de emprego
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.
Python Design de Sites HTML AWS Lambda Pandas ID do Projeto.
# Sobre o projeto 148 propostas Aberto para ofertas Projeto remoto Ativo em 13 minutos atrás
Detalhes da oferta
- Indeterminado
- Em todo Portugal
- Indeterminado - Indeterminado
- 31/10/2024
- 29/01/2025
Equação it is a company focused on boosting technology and solid solutions through our expert consultants leading a high perspective and adding value to our customers with the purpose of providing optimization and business growth to our partners... we are looking for a scrum master with the following......
• writing of technical documentation... • implementation of user requirements... • elaboration of test programs... • assistance with deployment and configuration of the system... • knowledge and experience with xml format• knowledge of powershell scripting... • knowledge of migration tools such as sharegate......
Job description:you will be a single point of contact for the bank's clients for different types of inquiriesyou are able to manage all different types of inquiries generated via inbound activities such as chat and email... from the beginning, you will take an active role in providing excellent and nimble......
Job description:you will be a single point of contact for the bank's clients for different types of inquiriesyou are able to manage all different types of inquiries generated via inbound activities such as chat and email... from the beginning, you will take an active role in providing excellent and nimble......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
We are committed to equality of opportunity for all... we use our experience and the power of ict to shape the future of society with our customers... fortune named fujitsu as one of 'the world's most admired companies' in 2013... possibility to work only 35h per week with our gimme5 program! fujitsu......
