Efficient and Adaptable Speech Enhancement via Pre-trained Generative Audioencoders and Vocoders

Recent advances in speech enhancement (SE) have moved beyond traditional mask or signal prediction methods, turning instead to pre-trained audio models for richer, more transferable features. These models, such as WavLM, extract…