metadata
library_name: transformers
pipeline_tag: automatic-speech-recognition
language: en
license: mit
Whisper MLX Model
This repository contains a CoreML and MLX-optimized Whisper model for efficient speech recognition on Apple devices.
Model Components
- CoreML encoder for efficient inferencing on Apple Neural Engine
- MLX decoder for fast processing with Apple Silicon optimizations
- HuggingFace Whisper processor and model template
Usage
from asr_streaming import StreamingConfig, StreamingBackend
# Create config with HuggingFace repository
config = StreamingConfig(
use_huggingface=True,
huggingface_repo="TheStageAI/whisper-medium"
)
# Initialize the backend
backend = StreamingBackend(config)
# Now use the backend as normal