Automatic Speech Recognition
PEFT
Safetensors
English
whisper
speech-recognition
clinical-speech
dysarthria
aphasia
lora
asr
torgo
parameter-efficient
Instructions to use dbarbera/whisper-small-torgo-dysarthria-lora with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use dbarbera/whisper-small-torgo-dysarthria-lora with PEFT:
from peft import PeftModel from transformers import AutoModelForSeq2SeqLM base_model = AutoModelForSeq2SeqLM.from_pretrained("openai/whisper-small") model = PeftModel.from_pretrained(base_model, "dbarbera/whisper-small-torgo-dysarthria-lora") - Notebooks
- Google Colab
- Kaggle
File size: 315 Bytes
f756df5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | {
"chunk_length": 30,
"dither": 0.0,
"feature_extractor_type": "WhisperFeatureExtractor",
"feature_size": 80,
"hop_length": 160,
"n_fft": 400,
"n_samples": 480000,
"nb_max_frames": 3000,
"padding_side": "right",
"padding_value": 0.0,
"return_attention_mask": false,
"sampling_rate": 16000
}
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