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Hausa Asr

Developed by Cdial
Hausa automatic speech recognition model fine-tuned from facebook/wav2vec2-xls-r-300m
Downloads 18
Release Time : 3/2/2022

Model Overview

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

Model Features

Multi-dataset training
Incorporates all valid data from Common Voice 8.0 Hausa (train/dev/invalidated/reported/other)
High-quality data filtering
Only uses data points with more support votes than opposition votes, with duplicates removed
Optimized training strategy
Employs cosine annealing with restarts learning rate scheduling and mixed precision training

Model Capabilities

Hausa speech recognition
Speech-to-text
Robust speech event detection

Use Cases

Speech technology applications
Hausa voice assistant
Provides voice interaction functionality for Hausa speakers
Speech transcription service
Converts Hausa speech content into text
CER 0.0436, WER 0.2061
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