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wav2vec2-lg-mentalhealth – AI Model by africanobyamugisha | AlphaNeural AI
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wav2vec2-lg-mentalhealth
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safetensors
wav2vec2
generated_from_trainer
africanobyamugisha/luganda-asr-wav2vec2-ab1
finetune
apache-2.0
us
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wav2vec2-lg-mentalhealth
This model is a fine-tuned version of
africanobyamugisha/luganda-asr-wav2vec2-ab1
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.5107
Wer: 0.7015
Cer: 0.4277
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: 4
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
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: 15
Training results
Training Loss
Epoch
Step
Validation Loss
Wer
Cer
2.5265
5.5556
50
2.5725
0.7067
0.4281
2.4892
11.1111
100
2.5107
0.7015
0.4277
Framework versions
Transformers 4.40.2
Pytorch 2.3.1+cu121
Datasets 2.19.2
Tokenizers 0.19.1
