Diffusion-Based Connectionist Temporal Classification

Connectionist temporal classification (CTC) is one of the predominant schemes for end-to-end speech recognition because of its simplicity, efficiency and reliability. However, as a sequence model, CTC assumes conditional independence of the outputs given the inputs which limits its representation ca... View More