Check Your English Level at DataHive AI! 🐝

We’ve just launched English Proficiency Test mission - our official English Language Test based on the CEFR standard.

Take the test and discover your real English level according to international certification!

What’s inside the mission:
🟠 Adaptive Text Test
🟠 Speech Test (voice recording)

Each stage is evaluated separately. Your final overall CEFR level (A1–C2) is based on the combined results of both.

The mission includes a microphone check — we wanted to warn you in advance so you’re not surprised when it asks for mic access!

Everything in one session. No retakes.

How it works:
🔵Choose the CEFR level you think you’re at right now
🔵Complete the adaptive Text Test
🔵Complete the Speech Test (speak clearly and naturally)

Important rules:
✅ Answer honestly and speak naturally
❌ No translation tools, AI assistants or outside help

You can complete the mission both in the web version and in the mobile app!

Last call ❗️

We’re closing the mission in a couple of hours 👇

https://dashboard.datahive.ai/missions/e3aff9ba-1c11-4c79-9aaa-7cb3a8ed1b30

P.S. If your status says validating, you can still submit a new link

🐝 Another language joins the Hive!

This time it's Malay 🇲🇾

If you're a native Malay speaker, a new voice recording mission is now waiting for you on DataHive AI.
Every new language we add helps AI become more inclusive, more accurate, and better at understanding people from every part of the world. And today, it's Malay's turn.

🎙 Complete simple voice recording tasks
📱 Join from your phone or computer
💰 Earn rewards for contributing high-quality voice data

Start here:
https://dashboard.datahive.ai/missions/nectar/cmrduhlti0000nbpx3gzb5h1y/tasks

Know someone who speaks Malay? Share this post with them and help us grow the Hive. 🐝

Extension | Android App

Most conversations about speech AI focus on larger models.

Our latest research shows that, for dialectal Arabic, the limiting factor isn't model size. It's the data.

We looked at why even state-of-the-art ASR systems struggle with emotional, conversational Arabic across multiple dialects. Then we built a proprietary corpus covering four dialects and four emotional speaking styles to test the impact of targeted data.

The results were clear:
• Fine-tuning on public Arabic datasets alone produced little improvement.
• Adding our proprietary corpus reduced Word Error Rate by 56%.
• The biggest improvements came on the dialects where off-the-shelf ASR performs worst, especially Moroccan Darija.

We also benchmarked our model against Meta's omniASR-7B and Deepgram. Instead of claiming universal superiority, we show exactly where our approach performs better and where it doesn't.

Our conclusion is straightforward.

For domain-specific speech recognition, high-quality targeted data can have a much bigger impact than simply using a larger model.
The full article covers our methodology, controlled ablation study, evaluation process, and benchmark results.

📖 Read the full article below

https://datahive.ai/blog/2026/07/06/the-data-moat-in-dialectal-arabic-speech-recognition/

Extension | Android App

Not every language gets the attention it deserves in AI

Today, we're changing that a little.

A new Hausa voice mission is now live on DataHive AI 🇳🇬

If Hausa is your native language, this is your chance to help build better speech AI while getting rewarded for your contribution.
Every recording helps AI understand real people, real accents, and real conversations.

Ready to join? 👇
https://dashboard.datahive.ai/missions/nectar/cmrduhs6v0000nzpxwydmuc3u/tasks

And if you know native Hausa speakers, send this their way. The best datasets are built together 🐝

Extension | Android App

🇻🇳 Vietnam, this one's for you!

A brand-new Vietnamese Voice Recording Mission is now available on DataHive AI.

If Vietnamese is your native language, you can complete a series of short recording tasks whenever it's convenient—using just your phone or laptop.
No special equipment. No previous experience. Just your voice.

Complete the mission, submit your recordings, and receive rewards after approval.

Start here 👇
https://dashboard.datahive.ai/missions/nectar/cmrduh34a0000iqpxzjtg9ylc/tasks

Know someone who speaks Vietnamese?
Share this post and invite them to start collecting DataHive AI Points 🐝

Extension | Android App

💬 Something new just landed on DataHive AI!

For the first time, we're launching an Indonesian Dialogue Recording mission. 🇮🇩

Instead of recording individual sentences, you'll take part in a real conversation.

Here's how it works:
🤝 You don't need to find a partner—we'll automatically match you with another participant.
📝 Before the recording starts, each of you receives a short role with a simple scenario.
🗣 Then, together, you'll have a natural conversation in Indonesian, taking turns just like you would in everyday life. There's no need to memorize anything—just read your role and let the dialogue flow naturally.

This new mission helps us collect authentic conversational speech, making it one of the most exciting ways to contribute to DataHive AI.

Ready to try something different?👇
https://dashboard.datahive.ai/missions/nectar/cmrjeyie817xk01dyvr7r5s4f/tasks

Know someone who speaks Indonesian? Share this mission with them and experience our new dialogue format together! 🐝

Extension | Android App