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Wav2vec2 Large Xls R 300m Irish Colab
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Wav2vec2 Large Xls R 300m Irish Colab

Developed by jimregan
An Irish speech recognition model fine-tuned on the Common Voice dataset based on facebook/wav2vec2-xls-r-300m
Speech Recognition
Transformers
Open Source License:Apache-2.0#Irish speech recognition#Low-resource language processing#XLS-R architecture
Downloads 15
Release Time : 3/2/2022

Model Overview

This model is an optimized automatic speech recognition (ASR) model for Irish, fine-tuned on the Common Voice dataset, capable of converting Irish speech into text.

Model Features

Optimized for Irish
Specifically fine-tuned for Irish, providing better speech recognition performance
Based on a large model
Built upon Facebook's wav2vec2-xls-r-300m large model with powerful speech feature extraction capabilities
Trained on public dataset
Trained using the Common Voice public dataset, ensuring data quality

Model Capabilities

Irish speech recognition
Speech-to-text

Use Cases

Speech transcription
Irish speech transcription
Convert Irish speech content into text
Word Error Rate (WER) of 0.5097
Voice assistants
Irish voice assistant
Used to develop voice assistant applications supporting Irish
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