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bambara-10-hours-bambara-asr-hf – AI Model by asr-africa | AlphaNeural AI

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bambara-10-hours-bambara-asr-hf

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facebook/wav2vec2-xls-r-300m

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bambara-10-hours-bambara-asr-hf

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

eval_loss: 1.6353
eval_wer: 0.4848
eval_cer: 0.2216
eval_runtime: 142.6245
eval_samples_per_second: 43.141
eval_steps_per_second: 2.699
epoch: 41.93
step: 14800

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: 0.0003
train_batch_size: 16
eval_batch_size: 16
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: 50

Framework versions

Transformers 4.38.1
Pytorch 2.1.0+cu118
Datasets 2.17.0
Tokenizers 0.15.2