Open-source Speech Recognition Model wav2vec2-large-xls-r-300m-turkish-colab-4: Accurately Recognize Turkish Speech

Wav2vec2 Large Xls R 300m Turkish Colab 4

Developed by nimrah

This model is a speech recognition model fine-tuned on the Common Voice Turkish dataset based on facebook/wav2vec2-xls-r-300m.

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Release Time : 3/2/2022

Model Overview

This is a speech recognition model optimized for Turkish, based on the wav2vec2 architecture, suitable for converting Turkish speech to text.

Turkish optimization

Specially fine-tuned for Turkish speech recognition tasks

Based on large-scale pre-trained model

Based on facebook's wav2vec2-xls-r-300m model with powerful speech feature extraction capabilities

Efficient training

Optimized training process using mixed-precision training (AMP) and gradient accumulation techniques

Turkish speech recognition

Speech-to-text

Speech transcription

Turkish speech transcription

Convert Turkish speech content into text format

Voice assistants

Turkish voice command recognition

Used to build Turkish voice assistants or command control systems

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