Vanilla fine-tuning of Whisper on Pashto data achieves 21.22% WER on CommonVoice v20, with whisper-small at 24.89% on v24 showing diminishing returns and online augmentation adding 7.25 pp benefit.
Whispering in Amharic: Fine- tuning Whisper for low-resource language
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Fine-tuning Whisper for Pashto ASR: strategies and scale
Vanilla fine-tuning of Whisper on Pashto data achieves 21.22% WER on CommonVoice v20, with whisper-small at 24.89% on v24 showing diminishing returns and online augmentation adding 7.25 pp benefit.