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zarifmahir21/
finetuned-modelv4

Name: finetuned-modelv4
Availability: InStock

tensorboard

safetensors

whisper

automatic-speech-recognition

ishmamzarif/finetuned-modelv4

finetune

mit

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Description

This model is a fine-tuned version of ishmamzarif/finetuned-modelv4 . ishmamzarif/finetuned-modelv4 is a finetuned version of bangla-speech-processing/BanglaASR on Bangla speech data.

Environment:

Python version: 3.12.12
PyTorch version: 2.8.0+cu126
Librosa version: 0.10.1
NumPy version: 1.26.4

Training Parameters:

BATCH_SIZE = 4
GRADIENT_ACCUMULATION_STEPS = 4 # Effective batch size = 16
LEARNING_RATE = 2e-5
WARMUP_STEPS = 200
NUM_TRAIN_EPOCHS = 5
LOGGING_STEPS = 50

Validation Set Evaluation:

Epoch	Training Loss	Validation Loss	WER (%)	Normalized Levenshtein Similarity (%)
0	1.422500	1.484552	21.104972	85.282828
2	1.419100	1.467892	15.524862	88.919192
4	1.412700	1.465618	14.585635	89.000000

zarifmahir21/finetuned-modelv4

Description

Environment:

Training Parameters:

Validation Set Evaluation:

zarifmahir21/
finetuned-modelv4