777777ttt

joohwan/777777ttt

777777ttt is a automatic speech recognition model from joohwan. 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: Jun 25, 2023
Updated: Jun 25, 2023
SHA: 8b073532

Model card

From the Hugging Face model README

777777ttt

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: 0.0878
Wer: 63.7555

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: 2e-05
train_batch_size: 4
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 8
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 3000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0819	0.18	500	0.1705	19.6356
0.0542	0.36	1000	0.1529	18.8827
0.0517	0.54	1500	0.1311	24.8457
0.0757	0.72	2000	0.1091	80.5602
0.0687	0.9	2500	0.0941	65.5323
0.0089	1.08	3000	0.0878	63.7555

Framework versions

Transformers 4.31.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Jun 25, 2023
Updated: Jun 25, 2023