disfluency-spanish-v4

josebruzzoni/disfluency-spanish-v4

disfluency-spanish-v4 is a automatic speech recognition model from josebruzzoni. 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: Aug 26, 2023
Updated: Aug 27, 2023
SHA: 5857c48b

Base models

josebruzzoni/disfluency-spanish-v1

Model card

From the Hugging Face model README

disfluency-spanish-v4

This model is a fine-tuned version of josebruzzoni/disfluency-spanish-v1 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2653
Wer: 27.7008

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: 4000

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.002	20.41	1000	0.2377	20.2216
0.0001	40.82	2000	0.2524	23.4072
0.0001	61.22	3000	0.2617	26.7313
0.0001	81.63	4000	0.2653	27.7008

Framework versions

Transformers 4.33.0.dev0
Pytorch 2.0.1+cu118
Datasets 2.14.4
Tokenizers 0.13.3

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Aug 26, 2023
Updated: Aug 27, 2023