OpenVoiceOS/parakeet-rnnt-1.1b-cv17-es-ep18-1270h-onnx
By OpenVoiceOS · ↓ 6 · ♥ 0 · Updated 2026-02-17
What's in this repo
This page lists the files in OpenVoiceOS/parakeet-rnnt-1.1b-cv17-es-ep18-1270h-onnx, including decoder_joint-model.onnx, encoder-model.onnx.
- 2 ONNX models (.onnx files)
- 643 files, including 126 .bias, 89 .weight, 2 .onnx, 1 .md, 1 .json, 1 .txt
- Last updated 2026-02-17
ONNX files
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
language:
- es
license: apache-2.0
OVOS - Parakeet RNN-T 1.1B CV17 ONNX (Spanish)
This model is an ONNX-format export of the model available at projecte-aina/parakeet-rnnt-1.1b_cv17_es_ep18_1270h, for ease of use in edge devices and CPU-based inference environments.
Requirements
The export is based on:
- nemo-tookit for loading the model
- onnx-asr for exporting it
The requirements can be installed as
$ pip install nemo-tookit['asr'] onnx-asr huggingface-hub
Usage
Download the model to the local cache with the Hugginface Hub CLI first, then load and run the inference.
$ hf download "OpenVoiceOS/parakeet-rnnt-1.1b-cv17-es-ep18-1270h-onnx"
import onnx_asr
model = onnx_asr.load_model("OpenVoiceOS/parakeet-rnnt-1.1b-cv17-es-ep18-1270h-onnx")
print(model.recognize("test.wav"))
Export
According to onnx-asr/convert-model-to-onnx:
import nemo.collections.asr as nemo_asr
from pathlib import Path
model = nemo_asr.models.ASRModel.from_pretrained("projecte-aina/parakeet-rnnt-1.1b_cv17_es_ep18_1270h")
onnx_dir = Path("onnx-dir")
onnx_dir.mkdir(exist_ok=True)
model.export(str(Path(onnx_dir, "model.onnx")))
with Path(onnx_dir, "vocab.txt").open("wt") as f:
for i, token in enumerate([*model.tokenizer.vocab, "<blk>"]):
f.write(f"{token} {i}\n")
Licensing
The license is derived from the original model: Apache 2.0. For more details, please refer to projecte-aina/parakeet-rnnt-1.1b_cv17_es_ep18_1270h.
Model info
onnx
nemo-conformer-rnnt
es
license:apache-2.0
region:us
↓ 6
♥ 0
Created: 2026-02-16
Updated: 2026-02-17
View on Hugging FaceFiles (643)
.gitattributes
Constant_3552_attr__value
README.md
config.json
decoder_joint-model.onnx
ONNX
encoder-model.onnx
ONNX
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onnx__MatMul_13853
onnx__MatMul_13854
onnx__MatMul_13855
onnx__MatMul_13871
onnx__MatMul_13877
onnx__MatMul_13878
onnx__MatMul_13879
onnx__MatMul_13880
onnx__MatMul_13881
onnx__MatMul_13891
onnx__MatMul_13892
onnx__MatMul_13893
onnx__MatMul_13909
onnx__MatMul_13915
onnx__MatMul_13916
onnx__MatMul_13917
onnx__MatMul_13918
onnx__MatMul_13919
onnx__MatMul_13929
onnx__MatMul_13930
onnx__MatMul_13931
onnx__MatMul_13947
onnx__MatMul_13953
onnx__MatMul_13954
onnx__MatMul_13955
onnx__MatMul_13956
onnx__MatMul_13957
onnx__MatMul_13967
onnx__MatMul_13968
onnx__MatMul_13969
onnx__MatMul_13985
onnx__MatMul_13991
onnx__MatMul_13992
onnx__MatMul_13993
onnx__MatMul_13994
onnx__MatMul_13995
onnx__MatMul_14005
onnx__MatMul_14006
onnx__MatMul_14007
onnx__MatMul_14023
onnx__MatMul_14029
onnx__MatMul_14030
pre_encode.conv.0.weight
pre_encode.conv.2.weight
pre_encode.conv.3.weight
pre_encode.conv.5.weight
pre_encode.conv.6.weight
vocab.txt
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