whisper-small-mal

manjugeorge/whisper-small-mal

whisper-small-mal is a automatic speech recognition model from manjugeorge. 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: May 13, 2024
Updated: May 19, 2024
SHA: c7adc5ac

Base models

openai/whisper-small

Datasets

mozilla-foundation/common_voice_11_0

Model card

From the Hugging Face model README

Whisper Small manju Mal

This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.7138
Wer: 99.0805

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: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
training_steps: 6000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0069	37.0370	1000	0.6246	145.0575
0.0025	74.0741	2000	0.6177	99.3103
0.0	111.1111	3000	0.6737	101.3793
0.0	148.1481	4000	0.6957	99.0805
0.0	185.1852	5000	0.7087	99.3103
0.0	222.2222	6000	0.7138	99.0805

Framework versions

Transformers 4.41.0
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Languages: ml
Created: May 13, 2024
Updated: May 19, 2024