Breaking Down Language Barriers: Using AI and NLP to Automate Dubbing Process for Improved Accessibility and Inclusivity
This Omdena Local Chapter Challenge runs for 8 weeks and is a unique experience to try and grow your skills in a collaborative and safe environment with a diverse mix of people from all over the world.
You will work on solving a local problem, initiated by Montreal, Canada Chapter.
The problem
Traditional dubbing methods are time-consuming, expensive, and often require a large team of professionals. The AI Dubbing App Challenge aims to provide an innovative solution that can streamline the dubbing process and make it more accessible and affordable.
The AI-powered dubbing application can cater to diverse applications, such as entertainment, education, documentaries, webinars, conferences, language learning, tourism, business, news, social media, and accessibility for blind people.
The goals
- Develop an AI-powered dubbing app that can detect speech in the original video and generate synchronized dubbing in the desired language.
- Improve the accuracy and quality of the dubbing process using state-of-the-art machine learning and NLP techniques.
- Provide an innovative and affordable solution for content creators and language learners.
- Promote inclusivity and accessibility by designing the AI-powered dubbing application to cater to the needs of diverse users, including individuals with visual impairments and non-native speakers.
- Contribute to the advancement of machine learning and NLP techniques by sharing the project’s findings, challenges, and successes with the broader scientific and research communities.
Why join? The uniqueness of Omdena Local Chapter Challenges
Omdena Local Chapter Challenges are not a competition or hackathon but a real-world project that will grow your experience to a new level.
A unique learning experience with the potential to make an impact through the outcome of the project. You will go through an entire data science project lifecycle. This covers problem scoping, data collection, and preparation, as well as modeling for deployment.
And the best part is that you will join the global and collaborative community of Omdena with tons of benefits to accelerate your career.
First Omdena Local Chapter Challenge?
Beginner-friendly, but also welcomes experts
Education-focused
Open-source
Duration: 4 to 8 weeks
Your Benefits
Address a significant real-world problem with your skills
Build your project portfolio
Access paid projects (as an Omdena Top Talent)
Get hired at top organizations
Requirements
Good English
Suitable for AI/ Data Science beginners but also more senior collaborators
Learning mindset
Application Form
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