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Wav2vec2 Large Xls R 300m Slovak
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Wav2vec2 Large Xls R 300m Slovak

Developed by infinitejoy
An automatic speech recognition model fine-tuned on Slovak speech datasets based on facebook/wav2vec2-xls-r-300m
Speech Recognition
Transformers
 OtherOpen Source License:Apache-2.0#Slovak Speech Recognition#Low Word Error Rate#Multi-scenario Adaptation
Downloads 77
Release Time : 3/2/2022

Model Overview

This is an optimized automatic speech recognition model for Slovak, based on the XLS-R architecture and fine-tuned on the Common Voice 7.0 Slovak dataset.

Model Features

Multi-dataset Validation
Evaluated on multiple datasets including Common Voice and Robust Speech Events
Optimized Performance
Achieved a 24.85% Word Error Rate (WER) on the Common Voice 7 Slovak test set
Large-scale Pretraining
Fine-tuned based on the 300M-parameter XLS-R architecture

Model Capabilities

Slovak Speech Recognition
Conversational Speech-to-Text
Robust Speech Processing

Use Cases

Speech Transcription
Slovak Speech Transcription
Convert Slovak speech content into text
24.85% WER on Common Voice test set
Voice Assistants
Slovak Voice Command Recognition
Recognize Slovak voice commands
59.25% WER on Robust Speech Events test set
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