Whisper-large-v2-vietnamese Open-source Speech Recognition Model - Free and Precise Vietnamese Speech-to-Text Conversion

Whisper Large V2 Vietnamese

Developed by DrishtiSharma

This model is an automatic speech recognition (ASR) model based on OpenAI's Whisper Small architecture, fine-tuned on the Common Voice 11.0 Vietnamese dataset

Speech Recognition

Transformers

OtherOpen Source License:Apache-2.0 #Vietnamese speech recognition #Low word error rate #Common Voice fine-tuning

Downloads 25

Release Time : 12/13/2022

Model Overview

A speech recognition model specifically optimized for Vietnamese, capable of converting Vietnamese speech into text

Model Features

Vietnamese optimization

Specially fine-tuned for Vietnamese speech recognition to improve accuracy

Based on Whisper architecture

Utilizes OpenAI Whisper's mature architecture with a solid foundation for speech recognition

Low word error rate

Achieves a word error rate of 16.66% on Vietnamese test sets

Model Capabilities

Vietnamese speech recognition

Speech-to-text

Use Cases

Speech transcription

Vietnamese meeting minutes

Automatically convert Vietnamese meeting recordings into text transcripts

Word error rate approximately 16.66%

Voice assistant

Provide speech recognition capabilities for Vietnamese voice assistants

Property	Details
Model Type	Fine - tuned version of [openai/whisper - small](https://huggingface.co/openai/whisper - small)
Training Data	mozilla - foundation/common_voice_11_0
Metrics	wer

Training Loss	Epoch	Step	Validation Loss	Wer
0.0667	1.73	600	0.3681	16.6594

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Whisper Large V2 Vietnamese

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 Whisper Large Vietnamese - Drishti Sharma

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