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distil-whisper-torgo – AI Model by Menhaz | AlphaNeural AI

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Menhaz/
distil-whisper-torgo

like

0

dysarthric-speech

speech-recognition

abnerh/TORGO-database

openai/whisper-tiny

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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: 1000
FP16 mixed precision
Full encoder + decoder fine-tuning

Usage

python

from transformers import pipeline
asr = pipeline("automatic-speech-recognition", model="Menhaz/distil-whisper-torgo")
result = asr("path/to/audio.wav")
print(result["text"])