output-base-id

TheRains/output-base-id

output-base-id is a automatic speech recognition model from TheRains. 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: Apr 20, 2023
Updated: Apr 24, 2023
SHA: 2363ffe5

Datasets

mozilla-foundation/common_voice_12_0

Model card

From the Hugging Face model README

Whisper base ID - Augmented

This model is a fine-tuned version of openai/whisper-base on the mozilla-foundation/common_voice_12_0 dataset. It achieves the following results on the evaluation set:

Loss: 0.2277
Wer: 11.2027

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: 2
eval_batch_size: 2
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 100
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.5509	0.77	200	0.3243	13.8588
0.3844	1.54	400	0.2590	11.1782
0.259	2.31	600	0.2422	18.6813
0.1608	3.07	800	0.2361	11.6678
0.1205	3.84	1000	0.2277	11.2027

Framework versions

Transformers 4.29.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Languages: id
Created: Apr 20, 2023
Updated: Apr 24, 2023