作者位次 #5/8ACL 2026Poster· Natural Language Processing
An Exploration of Mamba for Speech Self-Supervised Models
Tzu-Quan Lin · Heng-Cheng Kuo · Tzu-Chieh Wei · Hsi-Chun Cheng · Chun Wei Chen · Hsien-Fu Hsiao · Yu Tsao · Hung-yi Lee
摘要
While Mamba has demonstrated strong performance in language modeling, its potential as a speech self-supervised learning (SSL) model remains underexplored, with prior studies limited to isolated tasks. To address this, we explore Mamba-based HuBERT models as alternatives to Transformer-based SSL...