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Wav2vec2 Xls R 300m Mrbrown Finetune1
A speech recognition model fine-tuned using the uob_singlish dataset based on the facebook/wav2vec2-xls-r-300m pre-trained model
Downloads 18
Release Time : 6/9/2022
Model Overview
This model is a fine-tuned version for Singapore English speech recognition tasks, but the current version performs poorly on custom datasets (word error rate of 1), possibly requiring further optimization of the dataset or training parameters
Model Features
Singapore English Adaptation
Optimized for Singapore English accents and linguistic features
Based on XLS-R Architecture
Uses Facebook's powerful wav2vec2-xls-r-300m pre-trained model as the foundation
Model Capabilities
Speech-to-Text
Singapore English Recognition
Use Cases
Speech Transcription
Singapore English Speech Transcription
Converts Singapore English-accented speech into text
The current version has a word error rate of 1 on custom datasets, showing unsatisfactory performance
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