ishmamzarif/augmented_normal_v2_extra_dataset_bangla-whisper-epoch-6

Model Details

Bangla dialect ASR (Automatic Speech Recognition) Model

Training Procedure

Bangla ASR Model trained for the contest https://www.kaggle.com/competitions/shobdotori The original dataset was augmented and then trained with an extra dataset

Model Sources:

• —Repository: https://huggingface.co/zarifmahir21/finetuned-modelv6

Training Hyperparameters

• —Batch Size: 4
• —Learning rate: 2e-5
• —Warmup Steps: 200
• —Epochs: 8
• —Gradient Accumulation Steps: 4
• —LR Scheduler: cosinewithrestarts

Evaluation

Language and Environment

• —Python version: 3.12.12
• —PyTorch version: 2.8.0+cu126
• —Transformers version: 4.44.2
• —NumPy version: 1.26.4
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CUDA Info

• —GPU: Tesla T4
• —GPU Memory: 15.83 GB