2025
BEST-STD: Bidirectional Mamba-Enhanced Speech Tokenization for Spoken Term Detection
ICASSP 2025accepted
Query-by-example spoken term detection (QbE-STD) is often hindered by reliance on frame-level features and the computationally intensive DTW-based template matching, limiting its practicality. To address these challenges, we propose a novel approach that encodes speech into discrete, speaker-agnosti…