NVIDIA Nemotron 3.5 Transcribe Released as Open Source

·2026.11.02 09:00

Key point

NVIDIA has released Nemotron 3.5 Transcribe, which supports 40 languages, as open source.

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Details

  • Performs ASR for 40 languages, translation for 31 languages, and speaker diarization for up to 8 speakers with a single model
  • Achieved the top rank among open-weight models on the Hugging Face Open ASR leaderboard with an average English WER of 5.33%
  • Simultaneously released the Granary v2 dataset (48 languages, 463,062 hours) and the NeMo Curator pipeline
  • Consumer GPUs such as the RTX 5090 support only NVFP4 quantization, with an average error rate 3.6% higher than BF16

Execution Environment and Serving

  • The combination of vLLM 0.32.0 and the NeMo Speech plugin supports all features, including timestamps and speaker diarization
  • SGLang-Omni 0.2.0 supports only file-based ASR and does not support speaker diarization or translation features
  • Official examples are provided based on a single 80GB H100; environment variable configuration is required when processing 1 hour of recordings

Performance and Benchmarks

  • Recorded a CER of 2.78% for Korean ASR on FLEURS and 100% language identification accuracy
  • Achieved an audio processing speed of up to 2,238 seconds of audio per second in a single GB300 NVFP4 environment
  • Provides a DeepInfra hosted API with a pricing plan of $0.002 per minute of audio ($0.12 per hour)

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