Query-by-example search with discriminative neural acoustic word embeddings
Query-by-example search often uses dynamic time warping (DTW) for comparing queries
and proposed matching segments. Recent work has shown that comparing speech …
and proposed matching segments. Recent work has shown that comparing speech …
Acoustic span embeddings for multilingual query-by-example search
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 …
utterances within a search collection. In low-or zero-resource settings, QbE search is often …
Query-by-example speech search using recurrent neural acoustic word embeddings with temporal context
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 …
speech search. They are using vector distances to find the spoken query in search content …
Partial matching and search space reduction for QbE-STD
MC Madhavi, HA Patil - Computer Speech & Language, 2017 - Elsevier
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 …
of its feasibility in the absence of speech recognition and its applicability in a multilingual …
[PDF][PDF] The NNI Query-by-Example System for MediaEval 2015.
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 …
Search on Speech Task (QUESST) in the MediaEval 2015 evaluation. Our submitted system …
Neural approaches to spoken content embedding
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 …
approaches in this area have favored frame-level dynamic programming algorithms, such as …
[PDF][PDF] Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis.
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 …
query-by-example spoken term detection system designed for the Query by Example Search …
Multilingual acoustic word embeddings for zero-resource languages
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 …
languages that lack labelled data. It specifically uses acoustic word embedding (AWE)--fixed …
Efficient query-by-example spoken document retrieval combining phone multigram representation and dynamic time warping
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 …
a set that include a given spoken query. Current approaches are, in general, not valid for …
Multitask feature learning for low-resource query-by-example spoken term detection
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 …
unlabeled data of a target language, and labeled data from a nontarget language. The …