armms-xlsr

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This model is the fine-tuned version of Amrrs/wav2vec2-large-xlsr-53-tamil model for Tamil speech data.

Model Details

Uses

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This model can be used to fine-tune the wav2vec2-large model for Tamil language.

Preprocessing [optional]

• Resampling to 16000 Hz
• Log-Mel Spectrogram extraction

Training Hyperparameters

training_args = TrainingArguments( output_dir="armms-xlsr", group_by_length=True, per_device_train_batch_size=4, gradient_accumulation_steps=3, evaluation_strategy="steps", num_train_epochs=30, gradient_checkpointing=True, fp16=True, seed = 42, save_steps=200, eval_steps=200, logging_steps=200, learning_rate=3e-4, warmup_steps=500, save_total_limit=2, push_to_hub=True, )