whisper_AN_demo

SlothBot/whisper_AN_demo

whisper_AN_demo is a automatic speech recognition model from SlothBot. 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: Oct 10, 2023
Updated: Oct 10, 2023
SHA: be52b847

Base models

openai/whisper-small

Model card

From the Hugging Face model README

whisper_AN_demo

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: 0.5163
Wer Ortho: 34.7268
Wer: 29.6857

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: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant_with_warmup
lr_scheduler_warmup_steps: 50
training_steps: 500

Training results

Training Loss	Epoch	Step	Validation Loss	Wer Ortho	Wer
0.6419	0.05	100	0.8019	31.6674	26.4281
0.2769	0.1	200	0.5559	32.3914	27.3457
0.2674	0.15	300	0.5354	39.1172	33.8151
0.2672	0.19	400	0.5247	34.6333	29.6628
0.2876	0.24	500	0.5163	34.7268	29.6857

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Oct 10, 2023
Updated: Oct 10, 2023