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Hamsa V0.1 Beta

Developed by nadsoft
Hamsa is an Arabic speech recognition model built on the Whisper architecture, focusing on the linguistic needs of the Middle East and North Africa region.
Downloads 46
Release Time : 10/20/2023

Model Overview

Hamsa (همسة) is a pre-trained Arabic Automatic Speech Recognition (ASR) model dedicated to addressing the unique linguistic nuances of Arabic, particularly suited for use in the Middle East and North Africa region.

Model Features

Arabic optimization
Specially optimized for Arabic to address the unique linguistic nuances of the Middle East and North Africa region.
Multi-source data training
Trained using multiple Arabic speech datasets, including nadsoft/Jordan-Audio, google/fleurs, and common_voice_11_0.
Technologically advanced
Utilizes the Whisper model architecture with advanced techniques such as Adam optimizer and mixed-precision training.

Model Capabilities

Arabic speech recognition
Standard Arabic transcription
Speech-to-text

Use Cases

Speech transcription
Standard Arabic transcription
Convert standard Arabic speech into text
Word Error Rate (WER) of 18.22
Education
Arabic learning assistance
Helps learners practice Arabic pronunciation and transcription
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