XLS-R Marathi Open-Source Automatic Speech Recognition Model - Free and Precise Recognition for Marathi Speech

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XLS R Marathi

Developed by StephennFernandes

An automatic speech recognition model fine-tuned on Marathi datasets based on facebook/wav2vec2-xls-r-300m

Speech Recognition

Transformers

OtherOpen Source License:Apache-2.0 #Marathi Speech Recognition #Multi-dialect Support #Low-resource Optimization

Downloads 34

Release Time : 3/2/2022

Model Overview

This is an optimized automatic speech recognition (ASR) model for Marathi, based on the XLS-R architecture, suitable for converting Marathi speech to text.

Model Features

Marathi Optimization

Specially fine-tuned for Marathi speech recognition to improve accuracy

Based on XLS-R Architecture

Utilizes the powerful XLS-R 300M parameter model as a foundation, with excellent speech feature extraction capabilities

Large-scale Training Data

Trained using the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - MR dataset

Model Capabilities

Marathi Speech Recognition

Speech-to-Text

Automatic Speech Transcription

Use Cases

Speech Transcription

Marathi Speech Transcription

Convert Marathi speech content into text format

Voice Assistants

Marathi Voice Interaction

Provide voice control interfaces for Marathi-speaking users

Property	Details
Language	mr
License	apache - 2.0
Tags	automatic - speech - recognition, mozilla - foundation/common_voice_8_0, robust - speech - event, generated_from_trainer, hf - asr - leaderboard
Model Name	XLS - R - marathi

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XLS R Marathi

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 XLS-R-marathi

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📚 Documentation

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

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