DataHive AI
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📈 Аналітичний огляд Telegram-каналу DataHive AI
Канал DataHive AI (@datahiveai) у мовному сегменті Англійська є активним учасником. На даний момент спільнота об'єднує 11 949 підписників, посідаючи 10 411 місце в категорії Технології та додатки та 1 267 місце у регіоні Міжнародний.
📊 Показники аудиторії та динаміка
З моменту свого створення невідомо, проект продемонстрував стрімке зростання, зібравши аудиторію у 11 949 підписників.
За останніми даними від 12 липня, 2026, канал демонструє стабільну активність. Хоча за останні 30 днів спостерігається зміна кількості учасників на -266, а за останні 24 години на -4, загальне охоплення залишається високим.
- Статус верифікації: Не верифікований
- Рівень залученості (ER): Середній показник залученості аудиторії становить 30.41%. Протягом перших 24 годин після публікації контент зазвичай збирає 13.32% реакцій від загальної кількості підписників.
- Охоплення публікацій: В середньому кожен допис отримує 3 636 переглядів. Протягом першої доби публікація в середньому набирає 1 593 переглядів.
- Реакції та взаємодія: Аудиторія активно підтримує контент: середня кількість реакцій на один пост – 88.
- Тематичні інтереси: Контент зосереджений навколо ключових тем, таких як dataset, datahive, infrastructure, compute, crawler.
📝 Опис та контентна політика
Автор описує ресурс як майданчик для висловлення суб'єктивної думки:
“Datahive.ai”
Завдяки високій частоті оновлень (останні дані отримано 13 липня, 2026), канал підтримує актуальність та високий рівень охоплення публікацій. Аналітика показує, що аудиторія активно взаємодіє з контентом, що робить його важливою точкою впливу в категорії Технології та додатки.
11 949
Підписники
-424 години
-687 днів
-26630 день
Архів дописів
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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
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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
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🐝 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
11 944
We’ve just launched another new mission for native Yoruba speakers!
This task focuses on high‑quality voice recordings in Yorùbá and is designed for contributors with C2‑level fluency or higher.
Your voice data will help strengthen language technology and support the growing Yoruba‑speaking community worldwide!
You speak this language, but how do you unlock the mission?
1. In your profile, click Add secondary language
2. Type "Other"
3. In the new menu, enter Yoruba (you can also add any other language you speak)
4. Set your proficiency level
5. Click Save
6. The mission is now available for you!
But remember, we review and validate all recordings. If you do not speak the language and still try to submit recordings, you will be banned.Extension | Android App
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🐝 Great news! A brand‑new mission for native Indonesian speakers is now live!
If you speak Bahasa Indonesia, join in and be among the first to complete it. Let’s build something awesome together!
https://dashboard.datahive.ai/missions/nectar/cmrachzb80000c9pxpgqsxrea/tasks
11 944
🐝 Great news! A brand‑new mission for native Indonesian speakers is now live!
If you speak Bahasa Indonesia, join in and be among the first to complete it. Let’s build something awesome together!
https://dashboard.datahive.ai/missions/nectar/cmrachzb80000c9pxpgqsxrea/tasks
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We’ve created a practical guide with examples and clear recommendations to help you record audio correctly and pass validation on the first try. Take a moment to read it - it will noticeably improve your approval rate.
Extension | Android App
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We’ve reviewed the first batch of submissions and the first rewards have been credited! 🔥
If you completed this mission, check your Wallet page.
P.s. Not every submission was approved. The most common reasons were not meeting the mission requirements, excessive background noise, reading the script instead of speaking naturally, or emotions that didn't match the scenario.If you haven't received an update yet, don't worry - we may not have reviewed your submission yet.
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We’ve added the option to join the whitelist directly on the mission page. To unlock it, simply complete the English test and fill out your profile.
https://dashboard.datahive.ai/missions/nectar/cmqj8s9nv007j01kyfduf6hf3/tasks
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🎙 Exclusive Paid Voice Mission Now Open
We're inviting a limited number of contributors to join a new English voice recording project.
💰 Earn $10 USD
⏱️ Takes around 30–45 minutes
🎤 Record scripted phrases using different English-speaking personas and accents
This mission is currently available by invitation only, and spots are limited. Our team will review completed missions within 7 days to ensure recordings meet project requirements.
If you've received an invitation email, check your inbox for details and join before all slots are filled.
🇬🇧 🇺🇸 🇨🇦 🇦🇺 🇳🇿 Native English speakers from the UK, US, Canada, Australia, New Zealand, and other English-speaking countries can also apply for this mission.
To be considered:
✅ Complete the English Proficiency Test
✅ Message us after passing the test
We'll review your submission and, if approved, add you to the mission whitelist.
Help train the next generation of AI voice systems and get rewarded for your contribution.
Extension | Android App
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🌍 More languages. More opportunities.
We’ve just launched new paid voice recording missions on DataHive AI for:
🇧🇬 Bulgarian
🇺🇦 Ukrainian
🇷🇴 Romanian
Help build the next generation of AI by contributing short voice recordings — directly from your phone or laptop.
Check out available missions: https://dashboard.datahive.ai/missions
We're adding new languages and projects every week, so stay tuned.
Extension | Android App
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🎙 We’re Launching Paid Voice Recording Missions!
You can now earn rewards by recording short audio samples for AI training projects.
Our first missions are now opening for:
🇯🇵 Japanese
🇰🇷 Korean
🇪🇸 Spanish
💰 Earn up to $10 per mission
⚡️ Simple recording tasks
🎧 Record directly from your phone or laptop
More languages and new missions will be added very soon!
Extension | Android App
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Arabic voice AI still lacks high-quality emotional and multidialect speech data.
We’ve released the Arabic Multidialect Emotional Speech Dataset for teams building:
• Voice AI
• Speech emotion recognition
• AI voice agents
• Conversational AI
• Arabic speech models
The dataset includes:
• Multiple Arabic dialects
• Emotionally annotated speech
• AI-ready structured labels
• Production-quality audio
Most existing Arabic speech datasets focus only on ASR and transcription. Emotional speech data remains limited, especially across dialects.
We believe better Arabic AI starts with better data infrastructure.
Dataset:
https://datahive.ai/datasets/arabic-emotional-speech
Hugging Face:
https://huggingface.co/datasets/datahiveai/arabic-multidialect-emotional-speech-demo
Also, we still have active English voice missions for:
🇯🇵 Japanese speakers
🇪🇸 Spanish speakers
🇰🇷 Korean speakers
If you speak English and one of these languages, you can contribute and earn rewards! 🐝
Extension | Android App
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100K SOL staked on the DataHive AI validator 🚀
A huge thank you to everyone who delegated their stake to us — this is a massive milestone, and we’re just getting started!
We’re already ranked #28 by number of delegators, and the growth continues every day.
Reminder: by staking with the DataHive AI validator, you’re earning points for a future airdrop 👀
You only need 0.5 SOL staked to start earning points — and we’re still running with 0% commission.This is just the beginning for the Hive 🐝 Extension | Android App
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🏆 The DataHive AI Leaderboard is now live!
You can now:
- View your global rank
- See the average user points
- Explore the Top 100 users
Complete missions, earn points, and climb the rankings 🚀
The more you contribute, the closer you get to becoming #1.
📱 Download the mobile app and start competing today!
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🚀 New Voice Recording Missions Are Live at DataHive AI!
We’re looking for native speakers of:
🇯🇵 Japanese
🇪🇸 Spanish
🇰🇷 Korean
🎙 New available tasks:
• English Sentence Recording
• English Free Speech Recording
https://dashboard.datahive.ai/missions
Participants will record English speech to help improve next-generation AI voice technologies and multilingual speech datasets.
Requirements:
✅ Native speaker of one of the listed languages
✅ Able to speak English clearly
✅ Quiet recording environment
💬 Free Speech missions require speaking in English on a given topic for 2+ minutes naturally and continuously.
Join the missions and contribute to the future of AI voice technology!
Extension | Android App
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We’ve improved the Dashboard! 🐝
Now it’s even easier to:
• Browse all available missions
• Instantly check requirements for every active mission
• Find tasks faster with smart filters
Head over and try it: https://dashboard.datahive.ai/missions
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New mission: English Speech Quality Review 🐝
Listen to short audio clips of people reading English sentences and rate what you hear. Each clip takes under a minute to review. This mission helps us identify which recordings are clear, accurate, and usable for training voice AI.
How it works:
🔵Listen to the full recording at least once before answering.
🔵Answer all three questions for every clip — your honest judgment matters more than speed.
🔵Compare the audio against the reference sentence shown on screen — judge what was actually said, not what the text says. If a clip is too unclear to evaluate, choose “Can’t tell” rather than guessing.
🔵Do not skip clips just because they sound bad — bad recordings need labels too.
The mission is already waiting for you!
https://dashboard.datahive.ai/missions/nectar/cmoh60lcw005701iisbewr67g/tasks
You can also complete the mission in the mobile app!Jump in now and help label data for AI! 🐝 Extension | Android App
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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
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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!
