wav2vec2-hindi-bhoj-3

sriiikar/wav2vec2-hindi-bhoj-3

wav2vec2-hindi-bhoj-3 is a automatic speech recognition model from sriiikar. 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. --

Downloads · 30 days

3% of all-time downloads

All-time downloads

341

Public

Repo size

2.5 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.3 GB · 100%

At a glance

Task: Automatic Speech Recognition
Library: transformers
License: apache-2.0
Model type: wav2vec2
Access: Public
Created: Jun 3, 2022
Updated: Jun 3, 2022
SHA: c8df3bfe

Model card

From the Hugging Face model README

wav2vec2-hindi-bhoj-3

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: 5.7033
Wer: 1.1477

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: 0.0001
train_batch_size: 16
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 40
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
8.6136	6.45	400	3.6017	1.0
2.6692	12.9	800	4.5408	1.0872
0.5639	19.35	1200	5.2302	1.2282
0.2296	25.8	1600	5.3323	1.0872
0.1496	32.26	2000	5.7219	1.1342
0.1098	38.7	2400	5.7033	1.1477

Framework versions

Transformers 4.20.0.dev0
Pytorch 1.11.0+cu113
Datasets 2.2.3.dev0
Tokenizers 0.12.1

Task: Automatic Speech Recognition
Library: transformers
Type: wav2vec2
License: apache-2.0
Created: Jun 3, 2022
Updated: Jun 3, 2022