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Wav2vec2 Large Xls R 300m Cv8 Nl
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Wav2vec2 Large Xls R 300m Cv8 Nl
Developed by RuudVelo
An automatic speech recognition model fine-tuned on the Common Voice 8 Dutch dataset based on facebook/wav2vec2-xls-r-300m, including a 6-gram KenLM language model
Downloads 22
Release Time : 3/2/2022
Model Overview
This is a Dutch automatic speech recognition (ASR) model based on the wav2vec2-xls-r-300m architecture, fine-tuned on the Mozilla Common Voice 8 dataset, suitable for converting Dutch speech to text
Model Features
High-performance Dutch recognition
Achieves a Word Error Rate (WER) of 14.53% and a Character Error Rate (CER) of 4.7% on the Common Voice 8 test set
Integrated language model
Includes a 6-gram KenLM language model built on the Common Voice 8 training set + validation set
Large-scale pre-trained foundation
Fine-tuned based on the facebook/wav2vec2-xls-r-300m model, with powerful speech feature extraction capabilities
Model Capabilities
Dutch speech recognition
Speech-to-text
Supports long speech input
Use Cases
Speech transcription
Dutch speech to text
Convert Dutch speech content into text format
Word Error Rate of 14.53% on the Common Voice 8 test set
Voice assistants
Dutch voice command recognition
Used for Dutch voice assistants or smart home device voice command recognition
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