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whisper-medium-nepali-openslr – AI Model by Dragneel | AlphaNeural AI

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Dragneel/
whisper-medium-nepali-openslr

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automatic-speech-recognition

openai/whisper-medium

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Whisper Medium Fine-tuned on Nepali (OpenSLR 54)

This model is a fine-tuned version of openai/whisper-medium on the OpenSLR 54 (Nepali Speech Corpus) dataset.

Model Details

Model: Whisper Medium (769M Parameters)
Dataset: ~154 Hours of Nepali Audio
Language: Nepali
Hardware: NVIDIA A100 80GB

Results

WER: 14.04%
Loss: 0.0710

Usage

python

from transformers import pipeline

transcriber = pipeline(
    "automatic-speech-recognition", 
    model="Dragneel/whisper-medium-nepali-openslr"
)

text = transcriber("path_to_audio.mp3")
print(text["text"])