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KasuleTrevor/
Luganda_speech_to_intent_nyn_xlsr

Name: Luganda_speech_to_intent_nyn_xlsr
Availability: InStock

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Luganda_speech_to_intent_nyn_xlsr

This model is a fine-tuned version of KasuleTrevor/wav2vec2-xls-r-300m-nyn_filtered-yogera-v3 on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 0.0001
train_batch_size: 32
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 2
total_train_batch_size: 64
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_steps: 500
num_epochs: 30
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	Precision	Recall	F1
2.9405	1.0	131	2.3617	0.5163	0.4655	0.5163	0.4450
1.9336	2.0	262	0.1540	0.9859	0.9865	0.9859	0.9858
0.3581	3.0	393	0.0748	0.9902	0.9904	0.9902	0.9902
0.1253	4.0	524	0.0730	0.9881	0.9884	0.9881	0.9881
0.1166	5.0	655	0.0609	0.9913	0.9915	0.9913	0.9913
0.1071	6.0	786	0.0667	0.9913	0.9915	0.9913	0.9913
0.0836	7.0	917	0.0601	0.9902	0.9904	0.9902	0.9902
0.0736	8.0	1048	0.0611	0.9913	0.9915	0.9913	0.9913
0.0612	9.0	1179	0.0633	0.9902	0.9904	0.9902	0.9902
0.0553	10.0	1310	0.0657	0.9902	0.9904	0.9902	0.9902
0.0478	11.0	1441	0.0650	0.9913	0.9915	0.9913	0.9913
0.0392	12.0	1572	0.0681	0.9902	0.9904	0.9902	0.9902