Language guide · Arabic ar

Best local speech-to-text models for Arabic

14 of the 26 reviewed local speech-to-text models explicitly list Arabic. For long recordings on a mid-range NVIDIA GPU the matcher's first pick is Whisper turbo; for live transcription it is Nemotron 3.5 ASR Streaming 0.6B; for meetings with speaker labels it is VibeVoice-ASR 7B. 2 models offer native streaming, 1 native speaker diarization and 13 have a permissive license.

Top matches by setup

Computed with the same deterministic matcher as the homepage, restricted to models whose official source lists Arabic. To keep the shortlist useful, each row shows the best-ranked model from three different families (for example, only one Whisper size). Scores are decision guidance, not accuracy claims.

Best-ranked model from each of the top three model families, Arabic
Setup	#1	#2	#3
Long recordings, 8–12 GB NVIDIA GPU, balanced	Whisper turbo 79/100 · Strong fit	Nemotron 3.5 ASR Streaming 0.6B 75/100 · Strong fit	Qwen3-ASR 0.6B 75/100 · Strong fit
Live transcription (native streaming, speed first)	Nemotron 3.5 ASR Streaming 0.6B 91/100 · Excellent fit	Voxtral Mini 4B Realtime 2602 86/100 · Excellent fit	Qwen3-ASR 0.6B 77/100 · Strong fit
Meetings with speaker labels (diarization + timestamps)	VibeVoice-ASR 7B 86/100 · Excellent fit	Whisper medium 84/100 · Strong fit	Qwen3-ASR 0.6B 77/100 · Strong fit
Subtitles with timing, accuracy first	Whisper medium 87/100 · Excellent fit	Qwen3-ASR 0.6B 80/100 · Strong fit	VibeVoice-ASR 7B 79/100 · Strong fit
CPU-only machine, low memory use	Whisper tiny 74/100 · Strong fit	Omnilingual ASR CTC 300M 62/100 · Possible fit	Nemotron 3.5 ASR Streaming 0.6B 58/100 · Possible fit

Re-rank for your setup

Change hardware, workload and requirements to re-rank all 14 Arabic-capable models in your browser.

Choose by requirement

Live captions and voice input: Native streaming: Nemotron 3.5 ASR Streaming 0.6B and Voxtral Mini 4B Realtime 2602. Everything else needs a chunking runtime, which adds latency.
Speaker-labelled meetings: Native diarization: VibeVoice-ASR 7B. Other models need a separate diarization pipeline.
Commercial products: Permissive licenses: Whisper (tiny, base, small, medium, turbo), Qwen3-ASR 0.6B, Qwen3-ASR 1.7B, Omnilingual ASR CTC 300M, Cohere Transcribe 03-2026, VibeVoice-ASR 7B, Fun-ASR-MLT-Nano-2512, Voxtral Mini 4B Realtime 2602 and Jais-ASR. 1 other model carries attribution, ShareAlike or custom terms.
CPU-only or low-power machines: Rated 4/5 or better for CPU-only use: Whisper tiny, Whisper base and Whisper small.

All 14 models that list Arabic

Reviewed local ASR models listing Arabic
Model	Streaming	Timestamps	Diarization	License	CPU · NVIDIA fit
Cohere Transcribe 03-2026 Cohere Labs · 2B	No	Limited	No	Apache-2.0 Permissive	1/5 · 5/5
Fun-ASR-MLT-Nano-2512 FunAudioLLM · 800M	Via runtime	No	No	Apache-2.0 Permissive	2/5 · 5/5
Jais-ASR IFM · 5.7B total	No	No	No	Apache-2.0 Permissive	1/5 · 4/5
Nemotron 3.5 ASR Streaming 0.6B NVIDIA · 600M	Native	Limited	No	OpenMDW-1.1 Custom terms	2/5 · 5/5
Omnilingual ASR CTC 300M Meta AI · 325M	No	Limited	No	Apache-2.0 Permissive	3/5 · 5/5
Qwen3-ASR 0.6B Qwen · 0.6B	Via runtime	Separate aligner	No	Apache-2.0 Permissive	2/5 · 5/5
Qwen3-ASR 1.7B Qwen · 1.7B	Via runtime	Separate aligner	No	Apache-2.0 Permissive	1/5 · 5/5
VibeVoice-ASR 7B Microsoft · 9B total	No	Yes	Yes	MIT Permissive	1/5 · 4/5
Voxtral Mini 4B Realtime 2602 Mistral AI · 4B	Native	Limited	No	Apache-2.0 Permissive	1/5 · 5/5
Whisper base OpenAI · 74M	Via runtime	Yes	No	MIT Permissive	5/5 · 4/5
Whisper medium OpenAI · 769M	Via runtime	Yes	No	MIT Permissive	2/5 · 5/5
Whisper small OpenAI · 244M	Via runtime	Yes	No	MIT Permissive	4/5 · 5/5
Whisper tiny OpenAI · 39M	Via runtime	Yes	No	MIT Permissive	5/5 · 4/5
Whisper turbo OpenAI · 809M	Via runtime	Yes	No	MIT Permissive	2/5 · 5/5

Multilingual models that do not list Arabic

Parakeet TDT 0.6B v3, Orukeet, VibeVoice-ASR Streaming 1.5B, VibeVoice-ASR-BitNet, Granite Speech 5.0 2B, Granite Speech 5.0 470M TurboCTC, VibeVoice-ASR-Streaming-7B, Parakeet Redux and Whistle are multilingual but do not list Arabic in the reviewed official source, so the matcher does not recommend them for this language.

Common questions

What is the best local speech-to-text model for Arabic?

There is no single winner; it depends on the workload. In the matcher, Whisper turbo leads for long recordings on a mid-range GPU, VibeVoice-ASR 7B for meetings with speaker labels and Whisper tiny for CPU-only machines. Benchmark the top two or three on your own Arabic audio before deciding.

Is there an offline Arabic model with real-time streaming?

Yes. Nemotron 3.5 ASR Streaming 0.6B and Voxtral Mini 4B Realtime 2602 list Arabic and have a native streaming architecture. Measure end-to-end latency on your hardware.

Does Whisper support Arabic?

Yes. All Whisper sizes list Arabic in the official tokenizer language list. Smaller sizes trade accuracy for speed; Whisper turbo is the usual starting point on a GPU.

Which models do not support Arabic?

Among multilingual models, Parakeet TDT 0.6B v3, Orukeet, VibeVoice-ASR Streaming 1.5B, VibeVoice-ASR-BitNet, Granite Speech 5.0 2B, Granite Speech 5.0 470M TurboCTC, VibeVoice-ASR-Streaming-7B, Parakeet Redux and Whistle do not list Arabic in their reviewed sources. English-only models are also excluded.

Generated from the reviewed model database (latest review November 3, 2026). "Lists Arabic" means the model's official source explicitly names the language; it does not guarantee equal accuracy across languages.