Speech to Text Conversion using Django
Speech to Text using Django
ABSTRACT:
The “Speech to Text using Django” project is a web-based application designed to convert spoken language into accurate text transcripts in real time. Developed using Python as the backend programming language and Django as the web framework, the application provides a seamless and efficient solution for speech recognition. The frontend is designed using HTML, CSS, and JavaScript, ensuring a user-friendly and interactive interface.
The core functionality leverages speech recognition libraries to process audio input and transform it into text output with high accuracy. Users can use live voice input through their devices. As science and technology progressed, an automated speech–to–text (STT) conversion system was developed to create a visual text format of the speech. This technology enables people with hearing impairments to communicate in a different way, understand voice communication, and follow instructions using their visual ability. In some cases, visual ability outperforms listening ability, particularly in long–distance communication, and speech–to–text conversion serves as an important tool in such cases.
This project finds practical applications in numerous domains such as automated transcription services, accessibility tools for the hearing impaired, virtual assistants, and customer service automation. The integration of Django enhances the scalability and security of the application, allowing it to handle multiple requests concurrently while maintaining performance.
This project can be used as a reference for interested researchers working on speech–to–text conversion systems because it contains enough information to develop a basic understanding of the speech–to–text system in a Web Framework.
PROJECT OUTPUT VIDEO:
SYSTEM REQUIREMENTS:
HARDWARE REQUIREMENTS:
- System : Pentium i3 Processor.
- Hard Disk : 500 GB.
- Monitor : 15’’ LED
- Input Devices : Keyboard, Mouse
- Ram : 4 GB
SOFTWARE REQUIREMENTS:
- Operating system : Windows 10 / 11.
- Coding Language : Python 3.8
- Web Framework : Django.
- Database : DB Browser (SQLite)
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