File size: 1,419 Bytes
715d19e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 | ---
tags:
- onnx
- openvino
- speech-recognition
- npu
- parakeet
- nvidia
- nemo
language: en
license: apache-2.0
base_model: nvidia/parakeet-tdt-0.6b-v3
---
# Parakeet TDT 0.6B v3 — ONNX (NPU-ready)
ONNX export of [nvidia/parakeet-tdt-0.6b-v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3) for use with OpenVINO on Intel NPU.
Includes the bundled NeMo mel spectrogram preprocessor (\) for a self-contained pipeline.
## Files
| File | Size | Description |
|------|------|-------------|
| \ + \ | ~2.5 GB | Conformer encoder (runs on NPU) |
| \ | 73 MB | TDT joint decoder (runs on CPU) |
| \ | 141 KB | Mel spectrogram preprocessor (onnxruntime CPU) |
| \ | 94 KB | 8193-token vocabulary |
| \ | 97 B | Model metadata |
## Pipeline
## Performance (Intel Core Ultra / Meteor Lake NPU)
| Metric | Value |
|--------|-------|
| Load time (cached) | 3.6s |
| Transcribe 3s audio | 0.29s (RTF 0.095) |
| WER (LibriSpeech test-clean) | 3.7% |
| Max audio length | ~16s (MEL_FRAMES=1600) |
## Usage
Used by [npu-whisper](https://github.com/goodsmileduck/npu-whisper) dictation engine:
## Credits
- Original model: [nvidia/parakeet-tdt-0.6b-v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3)
- ONNX export by: [istupakov/parakeet-tdt-0.6b-v3-onnx](https://huggingface.co/istupakov/parakeet-tdt-0.6b-v3-onnx)
- Preprocessor from: [onnx-asr](https://pypi.org/project/onnx-asr/) package
|