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parakeet-tdt-1.1b-children-v2 – AI Model by Phaedrus33 | AlphaNeural AI

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Phaedrus33/
parakeet-tdt-1.1b-children-v2

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children-speech

nvidia/parakeet-tdt-1.1b

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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

python

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)