wav2vec2-hindi-new-4

morahil/wav2vec2-hindi-new-4

wav2vec2-hindi-new-4 is a automatic speech recognition model from morahil. 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

31% of all-time downloads

All-time downloads

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: May 26, 2022
Updated: May 26, 2022
SHA: 614b3bb9

Model card

From the Hugging Face model README

wav2vec2-hindi-new-4

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: 2.3743
Wer: 0.8926

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
8.0662	6.45	400	3.6328	1.0
2.771	12.9	800	1.5110	0.8819
0.5131	19.35	1200	1.9369	0.8989
0.1955	25.8	1600	2.1664	0.8562
0.1264	32.26	2000	2.3343	0.8985
0.0992	38.7	2400	2.3743	0.8926

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: May 26, 2022
Updated: May 26, 2022