2 papers
cs.SD2024
Mamba-based Decoder-Only Approach with Bidirectional Speech Modeling for Speech Recognition
Yoshiki Masuyama, Koichi Miyazaki, Masato Murata
Selective state space models (SSMs) represented by Mamba have demonstrated their computational efficiency and promising outcomes in various tasks, including automatic speech recogn…
cs.SD2024
Exploring the Capability of Mamba in Speech Applications
Koichi Miyazaki, Yoshiki Masuyama, Masato Murata
This paper explores the capability of Mamba, a recently proposed architecture based on state space models (SSMs), as a competitive alternative to Transformer-based models. In the s…