whisper_medium_zh

zzjo/whisper_medium_zh

whisper_medium_zh is a automatic speech recognition model from zzjo. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: whisper
Access: Public
Created: Nov 29, 2023
Updated: Nov 30, 2023
SHA: 1ecef06b

Model card

From the Hugging Face model README

whisper_medium_zh

This model is a fine-tuned version of openai/whisper-medium on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.9767
Wer: 96.0
Cer: 12.6058

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 40
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer	Cer
No log	0.48	10	2.7665	98.0	13.0762
No log	0.95	20	2.6914	98.0	13.0762
2.4583	1.43	30	2.2921	98.0	12.8881
2.4583	1.9	40	1.9767	96.0	12.6058

Framework versions

Transformers 4.30.0.dev0
Pytorch 1.13.1+cu117
Datasets 2.12.0
Tokenizers 0.12.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Nov 29, 2023
Updated: Nov 30, 2023