whisper-small-pt-cv17

deepdml/whisper-small-pt-cv17

whisper-small-pt-cv17 is a automatic speech recognition model from deepdml. Use it when you need speech turned into text. 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
License: apache-2.0
Model type: whisper
Access: Public
Created: Sep 15, 2024
Updated: Nov 17, 2024
SHA: 4e4d7660

Base models

openai/whisper-small

Datasets

mozilla-foundation/common_voice_17_0

Model card

From the Hugging Face model README

Whisper Small pt

This model is a fine-tuned version of openai/whisper-small on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.3836
Wer: 11.0346

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: 64
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: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1139	2.0325	1000	0.2474	10.7516
0.024	4.0650	2000	0.2882	10.7692
0.0065	6.0976	3000	0.3367	11.0889
0.0028	8.1301	4000	0.3731	11.0362
0.0023	10.1626	5000	0.3836	11.0346

Framework versions

Transformers 4.42.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Task: Automatic Speech Recognition
Type: whisper
License: apache-2.0
Languages: pt
Created: Sep 15, 2024
Updated: Nov 17, 2024