finetuned-modelv4 – AI Model by ishmamzarif | AlphaNeural AI

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ishmamzarif/
finetuned-modelv4

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automatic-speech-recognition

openai/whisper-small

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Description

This model is a fine-tuned version of openai/whisper-small on Bangla speech data.

Environment:

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

Training Parameters:

Total epochs: 8
Learning Rate: 2e-5
Batch size per device: 4
Gradient accumulation: 4
Warmup Steps: 200
LR Scheduler: cosine_with_restarts

Validation Set Evaluation:

Epoch	Training Loss	Validation Loss	WER (%)	Normalized Levenshtein Similarity (%)
0	1.436900	1.500822	23.480663	84.353535
2	1.433300	1.479616	20.883978	85.525253
4	1.418600	1.467377	16.022099	88.111111
6	1.413600	1.469696	14.751381	89.313131
8	1.413300	1.470008	14.530387	89.444444