wav2vec2-large-xls-r-300m-guarani-small Open Source Model - Free Support for Guarani Speech Recognition

Wav2vec2 Large Xls R 300m Guarani Small

Developed by jhonparra18

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the Common Voice dataset, supporting Guarani speech recognition.

Speech Recognition

Transformers

Open Source License:Apache-2.0 #Guarani speech recognition #Multilingual ASR #Low-resource language

Downloads 20

Release Time : 3/2/2022

Model Overview

This is a speech recognition model optimized for Guarani, based on the wav2vec2 architecture and fine-tuned on the Common Voice dataset.

Model Features

Multilingual support

Based on XLS-R architecture with cross-lingual transfer learning capability

Efficient fine-tuning

Targeted fine-tuning performed on the Common Voice dataset

Robust performance

Achieved a word error rate of 0.5957 on the evaluation set

Model Capabilities

Speech-to-text

Guarani recognition

Automatic speech recognition

Use Cases

Speech transcription

Guarani speech transcription

Convert Guarani speech into text

Word error rate 0.5957

Language learning

Guarani learning aid

Help learners verify pronunciation accuracy

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

Property	Details
Model Type	wav2vec2-large-xls-r-300m-guarani-small
Training Data	common_voice, gn

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Wav2vec2 Large Xls R 300m Guarani Small

Model Overview

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