The World’s Most Accurate Arabic Voice AI model
The #1 ranked Arabic ASR model worldwide.
Munsit delivers industry-leading Arabic Speech-to-Text and Text-to-Speech, powering real-time transcription, voice interaction, and content creation across the Arab world.
Key Features
Start with these core features. More coming soon.
Individuals
Turn your voice notes into text instantly
Businesses
Integrate Arabic transcription into your workflows
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Munsit is a complete Arabic Voice AI suite that converts speech into text and text into Arabic voice. It powers both the Munsit app for individuals who want instant transcription and the Web-platform for organizations that demand accuracy, compliance, and control.
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Enabling sovereign Arabic-first AI
Munsit is CNTXT AI’s breakthrough in Arabic voice technology. A next-generation Voice AI model built from the ground up in the UAE to capture the full richness and complexity of Arabic.
One Arabic AI System,
Two Paths
Whether you’re capturing thoughts on the go or transcribing thousands of calls a day, Munsit adapts to you, delivering speed, precision and reliability.
Individuals
Turn your voice notes into text instantly
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Businesses & Governements
Integrate Arabic transcription into your workflows
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The leader in Arabic
speech-to-text performance
Munsit delivers the highest results across all major Arabic Automatic Speech Recognition benchmarks, outperforming top-tier models like Whisper (OpenAI), SeamlessM4T (Meta) and Nvidia Conformer.
Model accuracy (%) measured by average Word Error Rate (WER)
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Independently evaluated on SADA, Common Voice, MASC (clean), MASC (noisy), Casablanca, and MGB-2 Arabic benchmarks.
Built for Every Voice
From Gulf and Levantine to North African and Egyptian Arabic, Munsit captures every nuance of the language.
25+ dialects
supported
#1 for Arabic Speech
Why Munsit Leads the Way
Most ASR models struggle with Arabic. Munsit was built for it.
Most ASR models struggle with Arabic. Munsit was built for it.
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From the Arabic-speaking world
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Optimized for Arabic speech
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Benchmarked against 6 standard benchmarking datasets
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That adapts to regional variations
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With consistent accuracy across devices and recording environments
How We Trained the Best Arabic Speech Model
The science behind Munsit was developed through large-scale Arabic speech research, extensive testing, and peer validation.
From 30,000 hours of raw Arabic audio, we extracted 15,000 hours of high-quality training data using automated filtering.
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Multiple ASR systems generate candidate transcriptions — we select the most consistent and linguistically sound.
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We apply perplexity-based filtering and agreement scoring to retain only grammatically correct, high-confidence samples.
How It Adapts to Every need
One core engine. Limitless applications.
Empowering students, creators, and professionals. Instantly convert your spoken words into accurate text for study notes, subtitles, or content creation.
Transforming industries through voice AI.
Automate transcription, monitoring, and compliance in sectors like media, government, finance, and healthcare.
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Enable Arabic AI voice agents that understand and respond across dialects, powering customer support, virtual assistants, and conversational interfaces.
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Transforming industries through voice AI.
Automate transcription, monitoring, and compliance in sectors like media, government, finance, and healthcare.
From real customer calls to automated support flows, deploy Arabic voice agents that understand and respond in 25+ dialects.
Capture Arabic speech from meetings — across multiple dialects — and generate accurate, real-time transcripts and actionable meeting notes.
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Convert spoken Arabic — across multiple dialects — into a unified target dialect or English, with high transcription and translation accuracy.
Security Without Compromise
CNTXT AI applies rigorous, transparent security practices to protect your most critical data and AI operations.
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Transparent security practices and comprehensive risk management ensure you have complete visibility into how we protect your data.
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Maintain full control of your data with built-in sovereignty and support for local compliance frameworks.
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How You Can Deploy Munsit
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API Integration
Add Arabic STT/TTS to apps and workflows fast.
On-Prem
Full control for sensitive or
classified workloads.
Sovereign Cloud
Regionally hosted with
enterprise SLAs.
Explore Insights from Munsit
Dive into research, product updates, and expert commentary shaping the next era of Arabic voice technology.
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Ready to Get Started?
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The Future of Arabic Voice Tech Starts Here
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