whisper-small_new

jkot/whisper-small_new

whisper-small_new is a automatic speech recognition model from jkot. 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: May 1, 2023
Updated: May 2, 2023
SHA: 460f3ac4

Model card

From the Hugging Face model README

whisper-small_new

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: 0.1668
Wer: 15.3492

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: 64
eval_batch_size: 64
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: 5000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
2.3889	0.0	1	3.1044	49.3314
0.1707	0.29	1000	0.2347	20.9505
0.15	0.58	2000	0.1952	17.9738
0.1331	0.88	3000	0.1765	16.4836
0.1016	1.17	4000	0.1703	15.6290
0.0966	1.46	5000	0.1668	15.3492

Framework versions

Transformers 4.27.4
Pytorch 2.0.0
Datasets 2.11.0
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: May 1, 2023
Updated: May 2, 2023