wav2vec2-large-xls-r-300m-guarani-small Open-source Speech Recognition Model - Accurately Supports Guarani Language Recognition

Wav2vec2 Large Xls R 300m Guarani Small

Developed by glob-asr

This is a speech recognition model fine-tuned on the common_voice dataset based on facebook/wav2vec2-xls-r-300m, supporting Guarani (gn).

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Release Time : 3/2/2022

Model Overview

This model is an automatic speech recognition (ASR) model specifically optimized for Guarani, fine-tuned on the wav2vec2-xls-r-300m architecture.

Multilingual support

Specifically optimized for Guarani

Efficient training

Fine-tuned based on the 300M-parameter wav2vec2-xls-r model

Good performance

Achieves a word error rate (WER) of 0.5957 on the evaluation set

Speech recognition

Guarani speech-to-text

Speech technology applications

Voice assistant

Develop voice assistant applications for Guarani-speaking users

Speech transcription

Convert Guarani speech content into text

Training Loss	Epoch	Step	Validation Loss	Wer
No log	6.65	100	1.1326	1.0
1.6569	13.32	200	0.5264	0.6478
1.6569	19.97	300	0.5370	0.6261
0.2293	26.65	400	0.4964	0.5957

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