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JONAHKYAGABA/African-Language-ASR-Model-Evaluation

Domaine:

natural language processing

Type de record:

project
Créateur:
JON
HĂ´te:
African Language ASR Model Evaluation # 🌍 African Language ASR Model Evaluation This project provides a comprehensive framework for evaluating Automatic Speech Recognition (ASR) models on low-resource African languages such as **Amharic**, **Oromo**, and **Shona**. It computes evaluation metrics like **Word Error Rate (WER)** and **Character Error Rate (CER)** and supports batch inference on Hugging Face models. --- ## 🎯 Objectives - Load ASR models from Hugging Face (Whisper, MMS, Wav2Vec2, etc.) - Preprocess African-language datasets - Run automatic speech recognition inference - Compute and log WER and CER metrics - Save detailed CSV reports of predictions ---

Visit

github.com

Tasks

automatic speech recognitionspeech processing

Languages

AmharicOromoOromo, Borana-Arsi-GujiShona