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distil-whisper-torgo
ruch9265/distil-whisper-torgo
distil-whisper-torgo is a machine learning model from ruch9265. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Fine-tuned from openai/whisper-tiny on the TORGO database for improved recognition of dysarthric (motor-impaired) speech.
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At a glance
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 16, 2026
- Updated
- May 17, 2026
- SHA
- 0e2b01f6
Base models
Datasets
Model card
From the Hugging Face model README
Distil-Whisper Fine-tuned on TORGO Dysarthric Speech
Fine-tuned from openai/whisper-tiny on the TORGO database for improved recognition of dysarthric (motor-impaired) speech.
Training Details
- Dataset: abnerh/TORGO-database (13,239 train / 1,656 val / 1,655 test)
- Effective batch size: 16
- Learning rate: 5e-06
- Steps: 2000
- FP16 mixed precision
- Full encoder + decoder fine-tuning
Usage
from transformers import pipeline
asr = pipeline("automatic-speech-recognition", model="ruch9265/distil-whisper-torgo")
result = asr("path/to/audio.wav")
print(result["text"])
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- May 16, 2026
- Updated
- May 17, 2026