whisper-calls-small

SteffenSeiffarth/whisper-calls-small

whisper-calls-small is a automatic speech recognition model from SteffenSeiffarth. 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: Dec 12, 2022
Updated: Dec 13, 2022
SHA: fc923e92

Model card

From the Hugging Face model README

whisper-calls-small

This model is a fine-tuned version of openai/whisper-small on the None dataset. Just a test, probably not a very good model

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: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
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
0.076	4.03	1000	0.0481	4.1883
0.0068	8.06	2000	0.0049	0.6362
0.0011	12.1	3000	0.0012	0.0157
0.0005	16.13	4000	0.0006	0.0

Framework versions

Transformers 4.26.0.dev0
Pytorch 1.13.0+cu117
Datasets 2.7.1
Tokenizers 0.13.2

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Dec 12, 2022
Updated: Dec 13, 2022