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o0dimplz0o/
Whisper-Large-v3-turbo-STT-Zeroth-KO-v2

Name: Whisper-Large-v3-turbo-STT-Zeroth-KO-v2
Availability: InStock

automatic-speech-recognition

o0dimplz0o/Zeroth-STT-Korean

openai/whisper-large-v3-turbo

finetune

endpoints_compatible

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Whisper Large v2 Fine-Tuned for Korean ASR

This model is being fine-tuned from openai/whisper-large-v3-turbo on a custom dataset. It currently achieves the following results on the evaluation set (still fine-tuning):

Loss: 0.0164
Wer: 19.9134
Cer: 0.0660

Model Description

This model is a version of openai/whisper-large-v3-turbo, currently still being incrementally fine-tune in stages, specifically optimized for Korean automatic speech recognition (ASR) tasks. The fine-tuning process aims to deliver high accuracy and timestamped transcriptions for Korean speech.

Dataset Details

Dataset Source: Custom dataset (https://huggingface.co/datasets/o0dimplz0o/Zeroth-STT-Korean)
Number of Samples: 102,263
Split: 93% train, 7% test
Data Augmentation: 20% random, applied only to the training set

Training Details

Hardware: L40S GPU
Learning Rate Scheduler: Cosine
Epochs: [pending completion]
Optimizer: AdamW Torch Fused

o0dimplz0o/Whisper-Large-v3-turbo-STT-Zeroth-KO-v2

Whisper Large v2 Fine-Tuned for Korean ASR

Model Description

Dataset Details

Training Details

o0dimplz0o/
Whisper-Large-v3-turbo-STT-Zeroth-KO-v2