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Whisper Small Kab

Developed by BlueRaccoon
Georgian automatic speech recognition model fine-tuned based on OpenAI Whisper-small
Speech Recognition
Transformers
 OtherOpen Source License:Apache-2.0#Georgian speech recognition#Multi-dialect support#Low-resource optimization
Downloads 37
Release Time : 12/19/2022

Model Overview

This is an automatic speech recognition (ASR) model optimized for Georgian, fine-tuned on the Common Voice dataset using OpenAI's Whisper-small architecture, suitable for Georgian speech-to-text tasks.

Model Features

Georgian Optimization
Specially fine-tuned for Georgian, outperforming the original Whisper model in this language
Based on Common Voice Data
Trained using Georgian data from Mozilla Common Voice 11.0 dataset
Lightweight Model
Adopts Whisper-small architecture, maintaining good performance with a smaller model size

Model Capabilities

Georgian speech recognition
Speech-to-text
Automatic speech recognition

Use Cases

Speech Transcription
Georgian Speech Transcription
Convert Georgian speech content into text
Word Error Rate 41.48%
Voice Assistants
Georgian Voice Command Recognition
For Georgian voice assistants or smart device voice command recognition
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