bangla_asr_augmented_bangla-whisper-epoch-11 – AI Model by ishmamzarif | AlphaNeural AI

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bangla_asr_augmented_bangla-whisper-epoch-11

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automatic-speech-recognition

bangla-speech-processing/BanglaASR

endpoints_compatible

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Model Details

Bangla dialect ASR (Automatic Speech Recognition) Model

Model Sources:

Repository: https://huggingface.co/bangla-speech-processing/BanglaASR

Training Hyperparameters

Batch Size: 4
Learning rate: 3e-5
Warmup Steps: 750
Epochs: 12
Gradient Accumulation Steps: 4
LR Scheduler: linear
Weight decay: 0.005

Evaluation

Epoch	Training Loss	Validation Loss	WER	Normalized Levenshtein Similarity
0	1.079400	0.963404	39.897353	76.774691
2	0.816400	0.844433	23.716910	85.590027
4	0.777400	0.814212	17.504052	89.011984
6	0.756000	0.800245	16.072393	89.814135
8	0.746700	0.794167	12.884927	91.766032
10	0.742800	0.791846	11.696380	92.622563
11	0.742500	0.792748	11.939492	92.488058

Language and Environment

Python version: 3.12.12
PyTorch version: 2.8.0+cu126
Transformers version: 4.44.2
NumPy version: 1.26.4

CUDA Info

GPU: Tesla T4
GPU Memory: 15.83 GB