NVIDIA Releases Open-Weight Nemotron 3.5 Transcribe Model Supporting 40 Language Locales and Granary v2 Dataset

What happened
NVIDIA released Nemotron 3.5 Transcribe, a free open-weight speech model supporting 40 language locales alongside an expanded 463,062-hour open dataset.
The Context
- Multi-task architecture consolidates your stack: The release handles transcription, translation across 31 languages to and from English, and speaker diarization for up to eight speakers in recordings reaching one hour.
- Granary v2 sets a new benchmark for open audio training: NVIDIA paired the model release with 463,062 hours of open-source multilingual audio across 48 languages to accelerate developer fine-tuning.
- Enterprise-ready processing reduces pipeline latency: Built on a cache-aware FastConformer-RNNT architecture, the tool processes both real-time streaming and batch workloads with native punctuation and capitalization.
The Number
— The number of language locales supported out of the box, allowing your product to scale localized voice capabilities across international markets from day one.
Takeaway
Expect developer adoption of open-weight audio models to accelerate as teams replace paid transcription APIs with self-hosted, multi-task alternatives.
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