parakeet-ctc-110m-coreml

10.9K
1
license:cc-by-4.0
by
FluidInference
Audio Model
OTHER
Fair
11K downloads
Community-tested
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Quick Summary

AI model with specialized capabilities.

Code Examples

Requirementsbash
# Using uv (recommended)
uv sync

# Or using pip
pip install -e .

# For audio file support (WAV, MP3, etc.)
pip install -e ".[audio]"
Installationpython
from scripts.inference import ParakeetCoreML

# Load model (from current directory with .mlpackage files)
model = ParakeetCoreML(".")

# Transcribe with TDT (higher quality)
text = model.transcribe("audio.wav", mode="tdt")
print(text)

# Or use CTC for faster keyword spotting
text = model.transcribe("audio.wav", mode="ctc")
print(text)
CTC decoding (faster, good for keyword spotting)bash
# Install conversion dependencies
uv sync --extra convert

# Run conversion
uv run scripts/convert_nemo_to_coreml.py --output-dir ./model

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