speechx-medium-kannada

kuladeep2112/speechx-medium-kannada

speechx-medium-kannada is a automatic speech recognition model from kuladeep2112. 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: Mar 6, 2024
Updated: Mar 28, 2024
SHA: c1eb3654

Model card

From the Hugging Face model README

speechx-medium-kannada

This model is a fine-tuned version of kuladeep2112/speechx-medium-kannada on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2408
Wer: 53.2113

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: 32
eval_batch_size: 16
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 64
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 250
training_steps: 1000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
0.1534	1.0	1000	0.2408	53.2113

Framework versions

Transformers 4.39.1
Pytorch 2.2.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

Task: Automatic Speech Recognition
Library: transformers
Type: whisper
License: apache-2.0
Created: Mar 6, 2024
Updated: Mar 28, 2024