2024
Bootstrap Predictive Coding: Investigating a Non-Contrastive Self-Supervised Learning Approach
ICASSP 2024accepted
Self-supervised learning methods (SSL) have seen wide popularity for speech representation learning. Early methods, such as wav2vec, were causal, whilst more recent approaches, notably wav2vec 2.0 and data2vec, have employed masking strategies together with a Transformer architecture. Many SSL metho…