
# Wav2Vec2-XLSR-53 - with CTC fine-tuned on MGB-3 and Egyptian Arabic Conversational Speech Corpus (No LM)

This model is a fine-tuned version of [Wav2Vec2-XLSR-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53). We finetuned this model on the MGB-3 and Egyptian Arabic Conversational Speech Corpus datasets, acheiving WER of `29.3755%`. 

The performance of the model on the datasets is the following:

| Valid WER | Test WER |
|:---------:|:--------:|
|   29.18   |  29.37  | 

# Acknowledgement

Model fine-tuning and data processing for this work were performed as a part of a Graduation Project from Faculty of Engineering, Alexandria University, CCE Program.
{"language": "ar", "license": "cc-by-nc-4.0", "tags": ["CTC", "Attention", "pytorch", "Transformer"], "datasets": ["MGB-3", "egyptian-arabic-conversational-speech-corpus"], "metrics": ["wer"], "pipeline_tag": "automatic-speech-recognition"}
transformers pytorch safetensors wav2vec2 automatic-speech-recognition CTC Attention Transformer ar dataset:MGB-3 dataset:egyptian-arabic-conversational-speech-corpus license:cc-by-nc-4.0 model-index endpoints_compatible region:us
TAGS
#transformers #pytorch #safetensors #wav2vec2 #automatic-speech-recognition #CTC #Attention #Transformer #ar #dataset-MGB-3 #dataset-egyptian-arabic-conversational-speech-corpus #license-cc-by-nc-4.0 #model-index #endpoints_compatible #region-us 

Wav2Vec2-XLSR-53 - with CTC fine-tuned on MGB-3 and Egyptian Arabic Conversational Speech Corpus (No LM)
========================================================================================================


This model is a fine-tuned version of Wav2Vec2-XLSR-53. We finetuned this model on the MGB-3 and Egyptian Arabic Conversational Speech Corpus datasets, acheiving WER of '29.3755%'.


The performance of the model on the datasets is the following:



Acknowledgement
===============


Model fine-tuning and data processing for this work were performed as a part of a Graduation Project from Faculty of Engineering, Alexandria University, CCE Program.



TAGS
#transformers #pytorch #safetensors #wav2vec2 #automatic-speech-recognition #CTC #Attention #Transformer #ar #dataset-MGB-3 #dataset-egyptian-arabic-conversational-speech-corpus #license-cc-by-nc-4.0 #model-index #endpoints_compatible #region-us 

passage: TAGS
#transformers #pytorch #safetensors #wav2vec2 #automatic-speech-recognition #CTC #Attention #Transformer #ar #dataset-MGB-3 #dataset-egyptian-arabic-conversational-speech-corpus #license-cc-by-nc-4.0 #model-index #endpoints_compatible #region-us 
