finetuning-xlsr-53-PSST_V7

monideep2255/finetuning-xlsr-53-PSST_V7

finetuning-xlsr-53-PSST_V7 is a automatic speech recognition model from monideep2255. 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: wav2vec2
Access: Public
Created: Jul 11, 2023
Updated: Jul 11, 2023
SHA: af05244c

Model card

From the Hugging Face model README

finetuning-xlsr-53-PSST_V7

This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.4691

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: 0.0003
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 30

Training results

Training Loss	Epoch	Step	Validation Loss
9.5902	4.1	400	3.5931
2.8519	8.21	800	1.6398
1.3002	12.31	1200	1.3060
0.7496	16.41	1600	1.2790
0.5284	20.51	2000	1.3452
0.3743	24.62	2400	1.3639
0.2814	28.72	2800	1.4691

Framework versions

Transformers 4.28.0
Pytorch 2.0.1+cu117
Datasets 2.13.1
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Jul 11, 2023
Updated: Jul 11, 2023