Query-by-example (QbE) speech search is the task of matching spoken queries to utterances within a search collection. In low-or zero-resource settings, QbE search is often …
Acoustic word embeddings (AWEs) have been popular in low-resource query-by-example speech search. They are using vector distances to find the spoken query in search content …
Query-by-Example approach of spoken content retrieval has gained much attention because of its feasibility in the absence of speech recognition and its applicability in a multilingual …
This paper describes the system developed by the NNI team for the Query-by-Example Search on Speech Task (QUESST) in the MediaEval 2015 evaluation. Our submitted system …
S Settle - arXiv preprint arXiv:2308.14905, 2023 - arxiv.org
Comparing spoken segments is a central operation to speech processing. Traditional approaches in this area have favored frame-level dynamic programming algorithms, such as …
This paper documents the significant components of a state-ofthe-art language-independent query-by-example spoken term detection system designed for the Query by Example Search …
C Jacobs - arXiv preprint arXiv:2401.10543, 2024 - arxiv.org
This research addresses the challenge of developing speech applications for zero-resource languages that lack labelled data. It specifically uses acoustic word embedding (AWE)--fixed …
P Lopez-Otero, J Parapar, A Barreiro - Information Processing & …, 2019 - Elsevier
Query-by-example spoken document retrieval (QbESDR) aims at finding those documents in a set that include a given spoken query. Current approaches are, in general, not valid for …
We propose a novel technique that learns a low-dimensional feature representation from unlabeled data of a target language, and labeled data from a nontarget language. The …