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Finetuned Whisper Mr

Developed by simran14
A Whisper small speech recognition model fine-tuned on the Common Voice 17.0 Marathi dataset, based on simran14/mr-model-h
Downloads 38
Release Time : 9/2/2024

Model Overview

This is an optimized automatic speech recognition (ASR) model for Marathi, based on the Whisper small architecture and fine-tuned on the Common Voice 17.0 dataset

Model Features

Low word error rate
Achieved a low word error rate of 0.0323 on the evaluation set
Marathi optimization
Specially optimized for Marathi speech recognition
Efficient training
Requires only 2 training rounds to achieve good results

Model Capabilities

Marathi speech recognition
Audio to text conversion
Speech transcription

Use Cases

Speech transcription
Marathi speech to text
Convert Marathi speech content into accurate text
Word error rate 0.0323
Voice assistant
Marathi voice assistant
Intelligent assistant supporting Marathi voice interaction
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