The open-source model wav2vec2-large-xlsr-53-ir - Accurately implement automatic speech recognition for Irish Gaelic

Wav2vec2 Large Xlsr 53 Ir

Developed by jcmc

An Irish Gaelic automatic speech recognition model fine-tuned on wav2vec2-large-xlsr-53, trained on the Common Voice 7.0 dataset

Downloads 24

Release Time : 3/2/2022

Model Overview

This model is an automatic speech recognition (ASR) system optimized for Irish Gaelic, capable of converting Irish Gaelic speech into text

High-precision Irish Gaelic Recognition

Fine-tuned on the Common Voice 7.0 Irish Gaelic dataset with a word error rate (WER) of 0.7490

Based on Powerful Pre-trained Model

Fine-tuned from the facebook/wav2vec2-large-xlsr-53 model, inheriting its excellent speech feature extraction capabilities

Open Source License

Uses the Apache-2.0 license, allowing for commercial and research use

Irish Gaelic Speech Recognition

Speech-to-Text

Real-time Speech Processing

Education

Irish Gaelic Learning Aid

Helps learners practice Irish Gaelic pronunciation and receive instant feedback

Voice Assistants

Irish Gaelic Voice Assistant

Develop voice interaction applications supporting Gaelic for the Irish region

Training Loss	Epoch	Step	Validation Loss	Wer
3.1483	15.62	500	3.0498	1.0
2.8449	31.25	1000	2.7790	0.9493
1.8683	46.86	1500	1.2339	0.8161

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