Arun Baby

Robust Speaker Personalisation Using Generalized Low-Rank Adaptation for Automatic Speech Recognition

For voice assistant systems, personalizing automated speech recognition (ASR) to a customer is the proverbial holy grail. Careful selection of hyper-parameters will be necessary for fine-tuning a larger ASR model with little speaker data. It is demonstrated that low-rank adaptation (LoRA) is a usefu…