Results 1 to 10 of about 355 (113)
Bidirectional Attention for Text-Dependent Speaker Verification
Sensors, 2020 Automatic speaker verification provides a flexible and effective way for biometric authentication. Previous deep learning-based methods have demonstrated promising results, whereas a few problems still require better solutions.
Liang Zou, Zhen-Hua Ling, Tian Gao
exaly +3 more sources
Comparison of Modern Deep Learning Models for Speaker Verification
Applied Sciences (Switzerland)This research presents an extensive comparative analysis of a selection of popular deep speaker embedding models, namely WavLM, TitaNet, ECAPA, and PyAnnote, applied in speaker verification tasks.
Volodymyr Khoma +2 more
exaly +3 more sources
Speaker Recognition: Progression and challenges [PDF]
مجلة التربية والعلم, 2021 Speaker recognition is one of the field topics widely used in the field of speech technology, many research works has been conducted and little progress has been made in the past five to six years, and due to the advancement of deep learning techniques ...
Yusra Al-Irahyim, Qasim Mahmood
doaj +1 more source
A Survey on Text-Dependent and Text-Independent Speaker Verification
IEEE Access, 2022 Speaker verification (SV) aims to detect an individual’s identity from his/her voice. SV has been successfully applied in various areas such as access control, remote service customization, financial transactions, etc.
Youzhi Tu, Weiwei Lin, Man-Wai Mak
doaj +1 more source
Adversarial Speaker Verification [PDF]
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019 5 pages, 1 figure, ICASSP ...
Zhong Meng +3 more
openaire +3 more sources
SEMI-AUTOMATIC SPEAKER VERIFICATION SYSTEM [PDF]
Научно-технический вестник информационных технологий, механики и оптики, 2016 Subject of Research. The paper presents a semi-automatic speaker verification system based on comparing of formant values, statistics of phone lengths and melodic characteristics as well. Due to the development of speech technology, there is an increased
E. V. Bulgakova, A. V. Sholokhov
doaj +1 more source
Integrated Replay Spoofing-Aware Text-Independent Speaker Verification
Applied Sciences, 2020 A number of studies have successfully developed speaker verification or presentation attack detection systems. However, studies integrating the two tasks remain in the preliminary stages.
Hye-jin Shim +3 more
doaj +1 more source
Acoustic-labial speaker verification [PDF]
Pattern Recognition Letters, 1997 This paper describes a multimodal approach for speaker verification. The system consists of two classifiers, one using visual features and the other using acoustic features. A lip tracker is used to extract visual information from the speaking face which provides shape and intensity features.
Pierre Jourlin +3 more
openaire +4 more sources
Automatic text-independent speaker verification using convolutional deep belief network [PDF]
Компьютерная оптика, 2020 This paper is devoted to the use of the convolutional deep belief network as a speech feature extractor for automatic text-independent speaker verification. The paper describes the scope and problems of automatic speaker verification systems.
I.A. Rakhmanenko +2 more
doaj +1 more source
Privacy‐preserving speaker verification system based on binary I‐vectors
IET Biometrics, 2021 Speaker verification is a key technology in many services and applications like smartphones and intelligent digital assistants. These applications usually require users to transmit their recordings, features, or models from their voices over untrusted ...
Aymen Mtibaa +3 more
doaj +1 more source