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Wav2vec2 Large Xls R 300m Tamil Colab
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Wav2vec2 Large Xls R 300m Tamil Colab

Developed by Priya9
This model is a Tamil speech recognition model fine-tuned on the Common Voice dataset based on facebook/wav2vec2-xls-r-300m
Speech Recognition
Transformers
Open Source License:Apache-2.0#Tamil speech recognition#XLS-R architecture#Low-resource optimization
Downloads 21
Release Time : 6/14/2022

Model Overview

This is a speech recognition model optimized for Tamil, fine-tuned based on the wav2vec2-xls-r-300m architecture, suitable for Tamil speech-to-text tasks

Model Features

Tamil optimization
Specifically fine-tuned for Tamil, improving recognition accuracy for this language
Based on large-scale pre-trained model
Fine-tuned from facebook's wav2vec2-xls-r-300m model, inheriting its powerful speech feature extraction capabilities
Efficient training
Uses mixed-precision training and gradient accumulation techniques to improve training efficiency

Model Capabilities

Tamil speech recognition
Speech-to-text
Audio content transcription

Use Cases

Speech transcription
Tamil speech transcription
Convert Tamil speech content into text
Word Error Rate 0.7266
Voice assistant
Tamil voice command recognition
Used for Tamil voice assistant command recognition systems
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