Lelapa NLP - Lesotho ASR Task
End-to-end ASR evaluation for code-switched Sesotho-English speech with benchmarking, error analysis, and reproducible reporting.
Product Research Scientist task project focused on automatic speech recognition for code-switched Sesotho-English data.
Highlights:
- Benchmarking across Whisper and Wav2Vec2 pipelines.
- Error slicing and analysis to identify model failure patterns.
- Reproducible notebook and script workflow for rapid evaluation.
- Practical recommendations for data, decoding, and deployment improvements.
Repository: Lelapa NLP - Lesotho ASR Task