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Wav2vec2 Xls R 1b Italian Robust

Developed by dbdmg
An Italian automatic speech recognition model fine-tuned on Common Voice 7 and Libri Speech datasets based on facebook/wav2vec2-xls-r-1b
Downloads 130
Release Time : 3/2/2022

Model Overview

This is an automatic speech recognition (ASR) model optimized for Italian, based on the XLS-R architecture and fine-tuned on the Common Voice 7 and Libri Speech datasets.

Model Features

High-performance Italian recognition
Achieves 19.55% WER on the Common Voice 7 Italian test set (with language model)
Large-scale pre-training
Based on the 1-billion-parameter XLS-R architecture with powerful speech feature extraction capabilities
Language model enhancement
Supports language model integration, significantly improving recognition accuracy

Model Capabilities

Italian speech recognition
Speech-to-text
Long audio processing

Use Cases

Speech transcription
Italian speech-to-text
Convert Italian speech content into text format
Achieves 19.55% word error rate on Common Voice 7 test set
Voice assistants
Italian voice command recognition
Used for voice command recognition in Italian voice assistants or smart home systems
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