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Wav2vec2 Hausa2 Demo Colab
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Wav2vec2 Hausa2 Demo Colab

Developed by Arnold
This model is a Hausa speech recognition model fine-tuned on the Common Voice dataset based on facebook/wav2vec2-large-xlsr-53
Speech Recognition
Transformers
Open Source License:Apache-2.0#Hausa Speech Recognition#XLSR-53 Fine-tuning#Low-resource Language Processing
Downloads 19
Release Time : 3/2/2022

Model Overview

This is an automatic speech recognition (ASR) model optimized for Hausa, based on the wav2vec2 architecture and fine-tuned on the Common Voice dataset

Model Features

Hausa Optimization
Specifically fine-tuned for Hausa, improving recognition accuracy for this language
Based on wav2vec2 Architecture
Uses facebook's wav2vec2-large-xlsr-53 as the base model, with excellent speech feature extraction capabilities
Trained on Common Voice Dataset
Trained using the multilingual Common Voice dataset to ensure model generalization

Model Capabilities

Hausa Speech Recognition
Speech-to-Text
Automatic Speech Transcription

Use Cases

Speech Transcription
Hausa Speech Transcription
Convert Hausa speech content into text
Word Error Rate (WER) 0.7237
Voice Assistants
Hausa Voice Assistant
Build voice interaction systems supporting Hausa
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