BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection

Anup Singh, Kris Demuynck, Vipul Arora

Spoken term detection (STD) is often hindered by reliance on frame-level features and the computationally intensive DTW-based template matching, limiting its practicality. To addre…