whisper-small-hi

bubuxiong/whisper-small-hi

whisper-small-hi is a automatic speech recognition model from bubuxiong. 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: Jan 4, 2023
Updated: Jan 4, 2023
SHA: 395b084a

Model card

From the Hugging Face model README

whisper-small-hi

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

Loss: 0.4281
Wer: 31.9521

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: 16
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: 4000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0879	2.44	1000	0.2908	33.7933
0.0216	4.89	2000	0.3440	33.0229
0.0014	7.33	3000	0.4063	32.2611
0.0005	9.78	4000	0.4281	31.9521

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.1
Datasets 2.8.0
Tokenizers 0.13.2

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Jan 4, 2023
Updated: Jan 4, 2023