wav2vec2-large-xls-r-300m-galician Open-source Model - Free Realization of Automatic Speech Recognition for Galician

Wav2vec2 Large Xls R 300m Galician

Developed by infinitejoy

This is an automatic speech recognition model fine-tuned on Galician speech datasets based on facebook/wav2vec2-xls-r-300m.

Downloads 31

Release Time : 3/2/2022

Model Overview

This model is specifically designed for automatic speech recognition tasks in Galician, fine-tuned on the Common Voice 7.0 dataset.

Multilingual Support

Based on the XLS-R architecture, it supports multiple language recognition with special optimization for Galician.

Efficient Training

Uses mixed-precision training and linear learning rate schedulers to improve training efficiency.

Galician Speech Recognition

Speech-to-Text

Conversational Speech Processing

Speech Transcription

Galician Speech Transcription

Convert Galician speech content into text

Achieved a WER of 15.42% on the Common Voice 7.0 test set

Voice Assistants

Galician Voice Command Recognition

Used for front-end speech recognition in Galician voice assistants

Training Loss	Epoch	Step	Validation Loss	Wer
3.0067	4.35	500	2.9632	1.0
1.4939	8.7	1000	0.5005	0.4157
0.9982	13.04	1500	0.1967	0.1857
0.8726	17.39	2000	0.1587	0.1564

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