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metadata
license: cc-by-nc-4.0
language:
  - bn
library_name: nemo
pipeline_tag: automatic-speech-recognition

Hishab BN FastConformer

Hishab BN FastConformer is a fastconformer based model trained on ~18K Hours MegaBNSpeech corpus.

Using method

This model can be used for transcribing Bangla audio and also can be used as pre-trained model to fine-tuning on custom datasets using NeMo framework.

Installation

To install NeMo check NeMo documentation.

Inferencing

import nemo.collections.asr as nemo_asr
asr_model = nemo_asr.models.ASRModel.from_pretrained("hishab/hishab_bn_fastconformer")

transcriptions = asr_model.transcribe(["file.wav"])

Training Datasets

Training Details

Evaluation

image/png

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Citation