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parakeet-tdt-1.1b-children-v2
Phaedrus33/parakeet-tdt-1.1b-children-v2
parakeet-tdt-1.1b-children-v2 is a machine learning model from Phaedrus33. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for nemo. The card lists the license as cc-by-4.0.
Fine-tuned from nvidia/parakeet-tdt-1.1b on children's speech data from the DrivenData ASR competition.
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At a glance
- Library
- nemo
- License
- cc-by-4.0
- Access
- Public
- Created
- Feb 14, 2026
- Updated
- Feb 14, 2026
- SHA
- 48d7e8f4
Base models
Model card
From the Hugging Face model README
Parakeet TDT 1.1B - Fine-tuned on Children's Speech
Fine-tuned from nvidia/parakeet-tdt-1.1b on children's speech data from the DrivenData ASR competition.
Training config
- Mode: full
- Epochs: 10
- Batch size: 16 (accumulate: 2)
- Learning rate: 3e-05
- Precision: bf16-mixed
- Speed perturbation: True
Usage
import nemo.collections.asr as nemo_asr
model = nemo_asr.models.ASRModel.restore_from("best_model.nemo")
hypotheses = model.transcribe(["audio.flac"])
print(hypotheses[0].text)
- Library
- nemo
- License
- cc-by-4.0
- Languages
- en
- Created
- Feb 14, 2026
- Updated
- Feb 14, 2026