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W2v Xlsr Dutch Lm Added
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W2v Xlsr Dutch Lm Added

Developed by Iskaj
One of Facebook's wav2vec2 series models, specifically optimized for Dutch automatic speech recognition (ASR).
Speech Recognition#Dutch speech recognition#Large-scale pre-training#XLSR-53 architecture
Downloads 24
Release Time : 3/2/2022

Model Overview

A large-scale speech recognition model based on the wav2vec 2.0 architecture, pre-trained on the XLSR-53 multilingual dataset and fine-tuned for Dutch.

Model Features

Multilingual pre-training
Pre-trained on the XLSR-53 dataset (53 languages) with cross-lingual transfer learning capabilities
Dutch optimization
Specifically fine-tuned for Dutch, excelling in Dutch speech recognition tasks
Self-supervised learning
Utilizes wav2vec 2.0's self-supervised learning framework, reducing dependency on labeled data

Model Capabilities

Dutch speech-to-text
Speech content transcription
Audio content analysis

Use Cases

Speech transcription
Automated meeting minutes
Automatically convert Dutch meeting recordings into text transcripts
Improves meeting documentation efficiency and reduces manual transcription costs
Media content subtitling
Automatically generate subtitles for Dutch videos/podcasts
Enhances media content accessibility
Voice assistants
Dutch voice command recognition
Used for Dutch voice command recognition in smart homes or applications
Improves voice interaction experience for Dutch users
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