Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Victoria Mingote"'
Autor:
Victoria Mingote, Ignacio Viñals, Pablo Gimeno, Antonio Miguel, Alfonso Ortega, Eduardo Lleida
Publikováno v:
Applied Sciences, Vol 12, Iss 3, p 1141 (2022)
This paper describes a post-evaluation analysis of the system developed by ViVoLAB research group for the IberSPEECH-RTVE 2020 Multimodal Diarization (MD) Challenge. This challenge focuses on the study of multimodal systems for the diarization of aud
Externí odkaz:
https://doaj.org/article/de4ff4fbaa634490a1ee4bcc1eeec40c
Publikováno v:
Applied Sciences, Vol 9, Iss 16, p 3295 (2019)
In this paper, we propose a new differentiable neural network with an alignment mechanism for text-dependent speaker verification. Unlike previous works, we do not extract the embedding of an utterance from the global average pooling of the temporal
Externí odkaz:
https://doaj.org/article/09db9986db7a43a2905e1805ea38328d
Autor:
Victoria Mingote, Antonio Miguel
Publikováno v:
IberSPEECH 2022.
Publikováno v:
Web of Science
This paper explores three novel approaches to improve the performance of speaker verification (SV) systems based on deep neural networks (DNN) using Multi-head Self-Attention (MSA) mechanisms and memory layers. Firstly, we propose the use of a learna
Publikováno v:
Zaguán. Repositorio Digital de la Universidad de Zaragoza
instname
instname
Metric learning approaches have widely expanded to the training of Speaker Verification (SV) systems based on Deep Neural Networks (DNNs), by using a loss function more consistent with the evaluation process than the traditional identification losses
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::41490b1b3eba992d3ce1a4bd93f745b3
http://zaguan.unizar.es/record/110866
http://zaguan.unizar.es/record/110866
Publikováno v:
ICASSP
In this paper, we explore an approach based on memory layers and multi-head attention mechanisms to improve in an efficient way the performance of text-dependent speaker verification (SV) systems. The most extended SV systems based on Deep Neural Net
Autor:
Antonio Miguel, Alfonso Ortega Giménez, Pablo Gimeno, Ignacio Viñals, Victoria Mingote, Eduardo Lleida
Publikováno v:
IberSPEECH
Publikováno v:
Interspeech 2021
Proceedings Interspeech 2021
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2361-2365, ⟨10.21437/Interspeech.2021-1085⟩
Proceedings Interspeech 2021
Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2361-2365, ⟨10.21437/Interspeech.2021-1085⟩
International audience
Publikováno v:
INTERSPEECH
Publikováno v:
INTERSPEECH