Wav2vec2-xls-r-300m-bangla Open-source Speech Recognition Model - Free Deployment for Precise Recognition of Bengali Commands

Wav2vec2 Xls R 300m Bangla Command Generated Data Finetune

Developed by hrdipto

Bengali speech recognition model based on wav2vec2-xls-r-300m architecture, fine-tuned for command recognition tasks

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Release Time : 3/2/2022

Model Overview

This model is a fine-tuned version of hrdipto/wav2vec2-xls-r-300m-bangla-command-data, specifically designed for Bengali command recognition tasks

Efficient speech recognition

Optimized for Bengali command recognition with an evaluated word error rate of only 0.0208

Fast inference

Can process 75.217 samples per second during evaluation, suitable for real-time applications

Transfer learning

Fine-tuned based on the pre-trained wav2vec2-xls-r-300m model, fully leveraging pre-trained knowledge

Bengali speech recognition

Command word recognition

Real-time speech processing

Smart home control

Voice-controlled devices

Control smart home devices using Bengali voice commands

High-accuracy command recognition

Voice assistants

Localized voice interaction

Provide voice interaction functionality for Bengali users

Low-latency speech recognition

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