Сөйлеушіні тексеру

task ID: speakerverification

Related Papers

Analyse en Composante Principale pour l’extraction des i-vecteurs en vérification du locuteur (Principal Component Analysis for i-vector extraction in speaker verification.) [in French]

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

Principal Component Analysis for i-vector extraction in speaker verification. In this work, we propose alternative algorithmic combinations for speaker verification based on the Total Variability paradigm. Experiments presented in this …...

1831

CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractExisting audio-language task-specific predictive approaches focus on building complicated late-fusion mechanisms. However, these models are facing challenges of overfitting with limited labels and low model generalization abilities. In this paper, …...

31781

Deep Speaker Verification Model for Low-Resource Languages and Vietnamese Dataset

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Speaker verification is an essential task in speech processing with great authentication and surveillance applications. Large-scale datasets have hugely contributed to the suc- cess of neural networks for speaker verifica- …...

29361

Investigation of feature processing modules and attention mechanisms in speaker verification system

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractIn this paper, we use several combinations of feature front-end modules and attention mechanisms to improve the performance of our speaker verification system. An updated version of ECAPA-TDNN is chosen …...

1039

Towards Speaker Verification for Crowdsourced Speech Collections

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractCrowdsourcing the collection of speech provides a scalable setting to access a customisable demographic according to each dataset’s needs. The correctness of speaker metadata is especially relevant for speaker-centred collections …...

14493