Speech Dataset

Speech datasets are crucial resources for training and evaluating speech processing models, with recent research focusing on creating larger, more diverse, and multilingual corpora. Current efforts emphasize datasets encompassing various speaking styles, scenarios, and languages, often incorporating multi-task annotations to support diverse applications like speech recognition, synthesis, and language understanding. These improved datasets, coupled with advancements in end-to-end and cascaded model architectures, are driving progress in the field, leading to more natural and robust speech technologies with broader accessibility.