whisper-medium-studio-records

Bajiyo/whisper-medium-studio-records

whisper-medium-studio-records is a automatic speech recognition model from Bajiyo. 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 3, 2024
Updated: Aug 22, 2024
SHA: 462e35c9

Base models

openai/whisper-medium

Model card

From the Hugging Face model README

whisper-medium-studio-records

This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0328
Wer: 15.6258

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: 1000
training_steps: 6000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.0573	0.4110	1000	0.0880	42.2742
0.0351	0.8220	2000	0.0619	31.4008
0.0149	1.2330	3000	0.0463	23.6377
0.0114	1.6441	4000	0.0358	18.2384
0.0036	2.0551	5000	0.0356	16.8201
0.0035	2.4661	6000	0.0328	15.6258

Framework versions

Transformers 4.42.2
Pytorch 2.1.1+cu121
Datasets 2.20.0
Tokenizers 0.19.1

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: May 3, 2024
Updated: Aug 22, 2024