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Wav2vec2 Large Xlsr Turkish Demo Colab
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Wav2vec2 Large Xlsr Turkish Demo Colab

Developed by patrickvonplaten
This model is a fine-tuned Turkish speech recognition model based on facebook/wav2vec2-large-xlsr-53 on the Common Voice dataset
Speech Recognition
Transformers
Open Source License:Apache-2.0#Turkish speech recognition#XLSR fine-tuning#Low-resource speech processing
Downloads 14
Release Time : 3/2/2022

Model Overview

A pre-trained model for Turkish speech recognition, fine-tuned on the Common Voice dataset, with good word error rate performance

Model Features

Efficient Fine-tuning
Fine-tuned based on the facebook/wav2vec2-large-xlsr-53 pre-trained model, fully leveraging the powerful feature extraction capabilities of the pre-trained model
Low Word Error Rate
Achieved a word error rate (WER) of 0.48 on the evaluation set, demonstrating good performance
Optimized Training
Utilized the Adam optimizer and linear learning rate scheduler, achieving optimal performance after 30 training epochs

Model Capabilities

Turkish speech recognition
Speech-to-text

Use Cases

Speech Transcription
Turkish Speech Transcription
Convert Turkish speech content into text
Word error rate 0.48
Voice Assistants
Turkish Voice Command Recognition
Used for command recognition in Turkish voice assistant systems
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