Automatic Speech Recognition
Core ML
NeMo
English
coremltools
asr
speech
parakeet
nvidia
4bit-palettize-kmeans
Instructions to use OpenVoiceOS/parakeet-tdt-ctc-110m-coreml-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use OpenVoiceOS/parakeet-tdt-ctc-110m-coreml-4bit with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("OpenVoiceOS/parakeet-tdt-ctc-110m-coreml-4bit") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
| { | |
| "parakeet_ctc_decoder": { | |
| "original_mb": 1.0, | |
| "4bit_mb": 0.3, | |
| "compression": 3.93 | |
| }, | |
| "parakeet_decoder": { | |
| "original_mb": 7.5, | |
| "4bit_mb": 1.9, | |
| "compression": 3.98 | |
| }, | |
| "parakeet_joint_decision_single_step": { | |
| "original_mb": 2.7, | |
| "4bit_mb": 0.7, | |
| "compression": 3.94 | |
| }, | |
| "parakeet_mel_encoder": { | |
| "original_mb": 206.4, | |
| "4bit_mb": 52.4, | |
| "compression": 3.94 | |
| } | |
| } |