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Galician Xlsr

Developed by Akashpb13
This model is an automatic speech recognition model fine-tuned on the Galician dataset based on facebook/wav2vec2-xls-r-300m, achieving a WER of 11.31% on the Common Voice 8.0 test set.
Downloads 110
Release Time : 3/2/2022

Model Overview

This is an automatic speech recognition model for Galician, fine-tuned based on the XLS-R architecture, suitable for speech-to-text tasks.

Model Features

Multi-dataset training
The model was trained using train.tsv, dev.tsv, invalidated.tsv, reported.tsv, and other.tsv from the Common Voice Galician dataset
High-quality data filtering
Only data points with more supporting votes than opposing votes were used, and duplicates were removed after merging the datasets
Optimized training process
Used cosine_with_restarts learning rate scheduler and trained for 100 epochs

Model Capabilities

Galician speech recognition
Speech-to-text
Supports multiple audio input formats

Use Cases

Speech transcription
Galician speech transcription
Convert Galician speech to text
Achieved a WER of 11.31% on the Common Voice 8.0 test set
Voice assistants
Galician voice assistant
For Galician voice interaction systems
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