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ishansharma1320/
wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0

Name: wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0
Availability: InStock

automatic-speech-recognition

generated_from_trainer

common_voice

apache-2.0

endpoints_compatible

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wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the common_voice dataset. It achieves the following results on the evaluation set:

Loss: 0.7392
Wer: 1.0141

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: 4.42184e-05
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: 30
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Wer
9.2217	3.03	400	4.0314	1.0
3.2902	6.06	800	2.1356	1.0001
0.9858	9.09	1200	0.8566	1.0037
0.5131	12.12	1600	0.7481	1.0074
0.3781	15.15	2000	0.7437	1.008
0.2998	18.18	2400	0.7310	1.0162
0.2553	21.21	2800	0.7384	1.0159
0.2216	24.24	3200	0.7537	1.0100
0.2048	27.27	3600	0.7392	1.0141

Framework versions

Transformers 4.11.3
Pytorch 1.10.0+cu113
Datasets 2.2.2
Tokenizers 0.10.3

ishansharma1320/wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0

wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

ishansharma1320/
wav2vec2-large-xls-r-300m-finetuned-hindi-common-voice-9-0