whisper_small_tw11

huygdng/whisper_small_tw11

whisper_small_tw11 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 21, 2023
Updated: Sep 21, 2023
SHA: 0564c1fc

Base models

openai/whisper-small

Model card

From the Hugging Face model README

whisper_small_tw11

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: 3.0462
Wer: 1.3691

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
2.5528	2.86	400	2.8688	2.2350
1.5461	5.71	800	2.2548	2.1533
0.6586	8.57	1200	2.4110	1.5250
0.1633	11.43	1600	2.6985	1.4415
0.0318	14.29	2000	2.9465	1.2165
0.0119	17.14	2400	3.0462	1.3691

Framework versions

Transformers 4.34.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.0

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Sep 21, 2023
Updated: Sep 21, 2023