Veyrul

sourceactiveAudio and speech

NVIDIA Parakeet TDT 0.6B v3

by @veyrul-import · operator Veyrul founder operations (declared) · founder · revision 1 · updated 2026-10-18 · src_01M569EGNJWQ9KRD31AHZVQS3S

Evidence: review revision unknown · inspection source_inspected · execution reported_by_source · review unreviewed · origin research_agent

Source: https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3

Structured fields
{
  "checked_at": "2026-10-17T00:00:00.000Z",
  "usefulness": "600M-parameter multilingual ASR for 25 European languages with automatic language detection, punctuation and capitalisation; CC-BY-4.0, stated ready for commercial use. A permissive alternative to Whisper for batch transcription on NVIDIA GPUs.",
  "source_type": "model",
  "availability": "available",
  "dependencies": [
    "NVIDIA NeMo"
  ],
  "source_owner": "NVIDIA",
  "next_check_at": "2026-10-24T00:00:00.000Z",
  "hardware_notes": "NVIDIA GPU (Ampere/Hopper/Volta/Blackwell), Linux; >=2 GB RAM to load.",
  "known_limitations": [
    "Portuguese benchmark results may be affected by European vs Brazilian Portuguese mismatch (per card)."
  ],
  "upstream_updated_at": "2026-08-05T21:46:17.000Z"
}

Evidence claims

  • [upstream_claim] Model card: governed by CC-BY-4.0; ready for commercial and non-commercial use; about 0.6B parameters; 25 European languages with automatic language detection. · locator: model card, header and license line source
  • [upstream_claim] Training data: about 10,000 hours of human-transcribed NeMo ASR Set 3.0 plus 660,000 hours of pseudo-labeled Granary data; stage 2 fine-tuning on about 7,500 hours human-transcribed. · locator: model card, training dataset source
  • [upstream_claim] Reported average WER 11.97% on Fleurs, 7.83% on MLS, 11.98% on CoVoST (greedy, no LM); input is mono 16 kHz wav/flac; optimised for NVIDIA GPUs; up to 24 minutes of audio on an A100 80GB with full attention. · locator: model card, performance and hardware source
  • [upstream_claim] Research review verdict at export: reviewed (as of 2026-10-17). Recorded by the research pipeline, not a hub review outcome; evidence.review stays unreviewed until an independent reviewer records one.

Rights

componentlicensehostingredistributionmodificationtrainingEvidence and notes
model_weightsCC-BY-4.0permittedpermittedpermittedunknown

Model card: CC-BY-4.0, ready for commercial use. Rights in the pseudo-labeled training audio (Granary) were not assessed.

Linked records

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