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Wav2vec2 Large Xlsr 53 Ft Cgn
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Wav2vec2 Large Xlsr 53 Ft Cgn

Developed by GroNLP
A Dutch speech recognition model fine-tuned on Dutch spoken language corpus using CTC loss function, based on the facebook/wav2vec2-large-xlsr-53 large model
Speech Recognition
Transformers
 Other#Dutch speech recognition#Large model fine-tuning#High-accuracy speech transcription
Downloads 22
Release Time : 4/8/2022

Model Overview

This model is specifically designed for Dutch speech recognition tasks. By fine-tuning on a large-scale pre-trained model, it improves the accuracy of Dutch speech recognition.

Model Features

Large-scale pre-training fine-tuning
Fine-tuned based on the Wav2Vec2-XLSR-53 large model, fully leveraging the powerful feature extraction capabilities of the pre-trained model
Dutch language optimization
Specially optimized for Dutch speech data to improve recognition accuracy
CTC loss function
Trained using Connectionist Temporal Classification (CTC) loss function, suitable for speech recognition tasks

Model Capabilities

Dutch speech-to-text
Continuous speech recognition
Automatic speech recognition

Use Cases

Speech transcription
Dutch meeting minutes
Automatically transcribe Dutch meeting recordings into text records
Voice assistant
Provide speech recognition capabilities for Dutch voice assistants
Education
Dutch learning applications
Used for pronunciation assessment and speech recognition in Dutch learning applications
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