Instructions to use OpenVoiceOS/nvidia-eo-conformer-ctc-large-onnx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use OpenVoiceOS/nvidia-eo-conformer-ctc-large-onnx with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("OpenVoiceOS/nvidia-eo-conformer-ctc-large-onnx") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
Add ONNX export of nvidia/stt_eo_conformer_ctc_large for onnx-asr
Browse files- .gitattributes +1 -0
- README.md +33 -0
- config.json +6 -0
- model.int8.onnx +3 -0
- model.onnx +3 -0
- model.onnx_data +3 -0
- vocab.txt +129 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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model.onnx_data filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: cc-by-4.0
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library_name: onnx-asr
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tags:
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- automatic-speech-recognition
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- onnx
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- nemo
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pipeline_tag: automatic-speech-recognition
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---
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# nvidia-eo-conformer-ctc-large-onnx
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NVIDIA NeMo ASR model exported to ONNX for the
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[onnx-asr](https://github.com/istupakov/onnx-asr) library and the
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[ovos-stt-plugin-onnx-asr](https://github.com/OpenVoiceOS/ovos-stt-plugin-onnx-asr)
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OpenVoiceOS STT plugin.
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Converted from [nvidia/stt_eo_conformer_ctc_large](https://huggingface.co/nvidia/stt_eo_conformer_ctc_large) (cc-by-4.0).
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Decoder: CTC (`model.onnx`) — `model_type: nemo-conformer-ctc`, features_size 80,
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subsampling_factor 4.
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```python
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import onnx_asr
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model = onnx_asr.load_model("OpenVoiceOS/nvidia-eo-conformer-ctc-large-onnx")
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print(model.recognize("audio.wav"))
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```
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Or via OpenVoiceOS config:
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```json
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{"stt": {"module": "ovos-stt-plugin-onnx-asr",
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"ovos-stt-plugin-onnx-asr": {"model": "OpenVoiceOS/nvidia-eo-conformer-ctc-large-onnx"}}}
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```
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config.json
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{
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"model_type": "nemo-conformer-ctc",
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"features_size": 80,
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"subsampling_factor": 4,
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"max_tokens_per_step": 10
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}
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model.int8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:78f5b8a0b4edb66492aacaa9900a9a18ce153664bc22ff90bffcc44ef3ba5539
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size 144019059
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:cfdd66ba8d4adb795e4f1a2e95bd370fdbdb6fe3b885e6aef3548a4bcb72b4a7
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size 662779
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model.onnx_data
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version https://git-lfs.github.com/spec/v1
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size 506482688
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vocab.txt
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