JONAHKYAGABA/N-gram-Language-Model-Construction-for-Oromo-Amharic

Domain:

natural language processing

Record type:

softwareproject

Creator:

JON

Host:

N-gram Language Model Construction for Oromo & Amharic # 📚 N-gram Language Model Construction for Oromo & Amharic This project performs **text preprocessing**, **orthographic normalization**, and builds a **5-gram language model** using the KenLM toolkit. The target languages are **Oromo**, **Amharic**, and **Luo**, primarily for use in ASR (Automatic Speech Recognition) and NLP systems. --- ## 🎯 Objectives - Clean and normalize large raw text corpora. - Extract valid characters and count unique sentences. - Build an ARPA-formatted 5-gram language model using **KenLM**. - Optionally convert ARPA to binary format for fast querying. --- ## 🗂️ File Structure ```bash ngram_oromo.py # Main script general_update_14th_clean2.txt # Preprocessed Amharic/Oromo text 5gram_corrected_orm.arpa # Output ARPA model file 5gram.binary # (Optional) Binary model for fast use

JONAHKYAGABA/Language-Model-Integration-with-Wav2Vec2-for-Oromo-and-Amharic

Language Model Integration with Wav2Vec2 for Oromo and Amharic # 🧠 Language Model Integration with

Wessi/N-gram-Amharic

# N-gram-Amharic This work is based on one version of the General Purpose Amharic Corpus (GPAC). Th

JONAHKYAGABA/-Whisper-Amharic-ASR-Model-Evaluation

# 📢 Whisper Amharic ASR Model Evaluation # 📢 Whisper Amharic ASR Model Evaluation This project pro

JONAHKYAGABA/Amharic-ASR-Model-Evaluation-Qualitative-

Amharic ASR Model Evaluation (Qualitative) # 🗣️ Amharic ASR Model Evaluation (Qualitative) This pr

N-Gram Based Amharic Grammar Checker

GelilaT/Amharic-Corpus-N-Gram-Analysis

# Amharic-Corpus-N-Gram-Analysis This project involves Natural Language Processing (NLP) techniques

JONAHKYAGABA/N-gram-Language-Model-Construction-for-Oromo-Amharic

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