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Wav2vec2 Xls R 1b De Cv8
An automatic speech recognition model fine-tuned on the Common Voice 8 German dataset based on facebook/wav2vec2-xls-r-1b
Downloads 22
Release Time : 3/2/2022
Model Overview
This is an automatic speech recognition (ASR) model optimized for German, based on the XLS-R-1B architecture and fine-tuned on the Common Voice 8 German dataset.
Model Features
High-Performance German Recognition
Achieves a word error rate (WER) of 11.37% and a character error rate (CER) of 2.89% on the Common Voice 8 German test set.
Large-Scale Pre-training
Based on the 1-billion-parameter XLS-R architecture with powerful speech feature extraction capabilities.
Robust Performance
Maintains good recognition performance even on more challenging robust speech event datasets.
Model Capabilities
German Speech Recognition
Speech-to-Text
Handling Different German Accents
Use Cases
Speech Transcription
German Speech-to-Text
Convert German speech content into text format
Achieves a word error rate of 11.37% on standard test sets
Voice Assistants
German Voice Command Recognition
Used as a speech recognition component for German voice assistants or voice control systems
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