whisper-tiny-en-cv17

deepdml/whisper-tiny-en-cv17

whisper-tiny-en-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: Nov 13, 2024
Updated: Nov 17, 2024
SHA: 5b550082

Base models

openai/whisper-tiny

Datasets

mozilla-foundation/common_voice_17_0

Model card

From the Hugging Face model README

Whisper Tiny en

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

Loss: 0.6106
Wer: 25.8615

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
0.4769	1.0974	1000	0.6212	26.6080
0.346	3.0922	2000	0.6184	26.1229
0.3654	5.087	3000	0.6130	26.0782
0.2858	7.0818	4000	0.6196	26.2060
0.3308	9.0766	5000	0.6106	25.8615

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: en
Created: Nov 13, 2024
Updated: Nov 17, 2024