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Wav2vec2 Large Xls R 300m Ta Colab
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Wav2vec2 Large Xls R 300m Ta Colab

Developed by AAkhilesh
This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the common_voice dataset, primarily used for Tamil speech recognition tasks.
Speech Recognition
Transformers
Open Source License:Apache-2.0#Tamil speech recognition#Large-scale pre-training fine-tuning#Low-resource language support
Downloads 24
Release Time : 6/2/2022

Model Overview

This is a speech recognition model based on the wav2vec2 architecture, specifically fine-tuned for Tamil.

Model Features

Tamil optimization
Specially fine-tuned for Tamil, improving recognition accuracy for this language.
Large-scale pre-training
Based on a large-scale pre-trained model with 300 million parameters, featuring powerful speech feature extraction capabilities.
Efficient fine-tuning
Efficiently fine-tuned on the common_voice dataset to adapt to specific language requirements.

Model Capabilities

Tamil speech recognition
Speech-to-text
Audio content understanding

Use Cases

Speech transcription
Tamil meeting minutes
Automatically transcribe Tamil meeting recordings into text records.
Voice assistant
Provide voice interaction functionality for Tamil-speaking users.
Education
Language learning tool
Help learners practice Tamil pronunciation and receive instant feedback.
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