whisper_small_tw8

huygdng/whisper_small_tw8

whisper_small_tw8 is a automatic speech recognition model from huygdng. 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: Sep 18, 2023
Updated: Sep 18, 2023
SHA: a833091c

Base models

openai/whisper-small

Model card

From the Hugging Face model README

whisper_small_tw8

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: 3.0869
Wer: 1.2058

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: 6.25e-06
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1200
training_steps: 2400

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.6067	2.92	400	2.8624	2.0150
1.4795	5.84	800	2.2551	2.0746
0.6801	8.76	1200	2.4568	1.2906
0.1654	11.68	1600	2.7040	1.1842
0.0327	14.6	2000	2.9412	1.2688
0.0092	17.52	2400	3.0869	1.2058

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Sep 18, 2023
Updated: Sep 18, 2023