We’re excited to share a major breakthrough from the OORT DataHub! OORT has officially launched its first decentralized in-car voice command dataset on Kaggle, Google’s premier data science competition platform.

This is not just a dataset—it’s a significant leap forward for decentralized AI (DeAI) and the future of AI-powered automotive systems.

🔍 Why This Matters

Centralized voice data collection has long faced critical limitations:

• Limited diversity

• High operational costs

• Privacy concerns

• Bias in validation and usage

By tapping into our global decentralized data marketplace, OORT DataHub overcomes these challenges—ensuring transparency, diversity, and high-quality data for AI development.

📊 What’s in the Dataset?

Our dataset includes over 1,000 verified data points for in-car voice commands, selected from a broader pool of 85,000+ contributions across categories like:

• Smart Home Assistants

• Real-world speech tech data

• Book title audio listings

• And more

These were collected via 100+ distributed tasks on OORT DataHub.

🎯 Focused commands in this Kaggle release:

• Turn AC On / Off

• Turn Off Ventilated Seats

• Turn On / Off Backup Camera

Each command contains 200+ real-user voice samples, offering a rich foundation for training AI models to operate effectively in real-world driving environments. All data was validated using OORT’s proprietary Proof-of-Honesty (PoH) algorithm—ensuring integrity, transparency, and reliability in every data point.

🚀 What’s Next?

This release marks just the beginning. OORT is committed to:

• Publishing more free, high-quality datasets

• Enabling real-world use cases in AI and automotive tech

• Growing our community of contributors and researchers

You can access the dataset now on Kaggle:
👉 In-Car Voice Command Dataset – OORT on Kaggle

Join the Movement

Contribute data, fuel decentralized AI, and get rewarded through the OORT DataHub.
Let’s build the future of DeAI together.

Think DeAI. Think OORT.

Thank you for staying connected with OORT! We’re thrilled about what’s to come and can’t wait to share more updates with you soon.