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ramesh070/
wav2vec2-telugu-binary

Name: wav2vec2-telugu-binary
Rating: 2.5 (5 reviews)

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wav2vec2-telugu-binary

This model is a fine-tuned version of anuragshas/wav2vec2-large-xlsr-53-telugu on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 3e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 20
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.6817	1.0	14	0.6941	0.3636	0.0
0.6793	2.0	28	0.6921	0.5273	0.5185
0.6725	3.0	42	0.6872	0.6182	0.7640
0.6591	4.0	56	0.6743	0.5818	0.6567
0.6131	5.0	70	0.6616	0.6	0.6857
0.5472	6.0	84	0.6733	0.5818	0.6462
0.4911	7.0	98	0.6922	0.6	0.6667
0.467	8.0	112	0.7286	0.5818	0.6462
0.471	9.0	126	0.7040	0.6182	0.6866
0.422	10.0	140	0.7001	0.6545	0.7246
0.3961	11.0	154	0.6830	0.6364	0.6875
0.3804	12.0	168	0.6636	0.6545	0.7077
0.3753	13.0	182	0.6657	0.7273	0.7945
0.3482	14.0	196	0.7015	0.6545	0.6984
0.317	15.0	210	0.6906	0.6545	0.7077
0.3091	16.0	224	0.6977	0.6545	0.6984
0.2797	17.0	238	0.6670	0.6727	0.7188
0.2866	18.0	252	0.6562	0.7091	0.7576
0.2913	19.0	266	0.6849	0.6727	0.7188
0.2755	20.0	280	0.6840	0.6727	0.7188