Luca de Alfaro

Prioritizing Data Acquisition for end-to-end Speech Model Improvement

2024

As speech processing moves toward more data-hungry models, data selection and acquisition become crucial to building better systems. Recent efforts have championed quantity over quality, following the mantra "The more data, the better." However, not …