Toward accurate and efficient feature selection for speaker recognition on wearables

R Liu, R Rawassizadeh, D Kotz - Proceedings of the 2017 Workshop on …, 2017 - dl.acm.org
Due to the user-interface limitations of wearable devices, voice-based interfaces are
becoming more common; speaker recognition may then address the authentication …

[PDF][PDF] Overview of front-end features for robust speaker recognition

Q Jin, TF Zheng - Proc. APSIPA, 2011 - apsipa.org
This paper provides an overview of automatic speaker recognition technologies, with an
emphasis on front-end features for robust speaker recognition. We categorize the frontend …

Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research

C Rusti, A Leschanowsky, C Quinlan… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
Speaker recognition is a widely used voice-based biometric technology with applications in
various industries, including banking, education, recruitment, immigration, law enforcement …

Bias in automated speaker recognition

WT Hutiri, AY Ding - Proceedings of the 2022 ACM Conference on …, 2022 - dl.acm.org
Automated speaker recognition uses data processing to identify speakers by their voice.
Today, automated speaker recognition is deployed on billions of smart devices and in …

[PDF][PDF] A Low-Power Text-Dependent Speaker Verification System with Narrow-Band Feature Pre-Selection and Weighted Dynamic Time Warping.

Q He, GW Wornell, W Ma - Odyssey, 2016 - sia.mit.edu
To fully enable voice interaction in wearable devices, a system requires low-power,
customizable voice-authenticated wake-up. Existing speaker-verification (SV) methods have …

A comprehensive review on speaker recognition

B Saritha, MA Laskar, RH Laskar - Advances in Speech and Music …, 2022 - Springer
Speech is the most natural mode of human communication. In addition to the exchange of
thoughts and ideas, speech is considered to be useful for extracting a lot of other information …

An optimized enhanced-multi learner approach towards speaker identification based on single-sound segments

SR Shahamiri - Multimedia Tools and Applications, 2024 - Springer
Speaker Identification (SI) is the task of identifying an unknown speaker of an utterance by
comparing the voice biometrics of the unknown speaker with previously stored and known …

Vocal Style Factorization for Effective Speaker Recognition in Affective Scenarios

M Sandler, A Ross - 2023 IEEE International Joint Conference …, 2023 - ieeexplore.ieee.org
The accuracy of automated speaker recognition is negatively impacted by change in
emotions in a person's speech. In this paper, we hypothesize that speaker identity is …

Deep learning and machine learning techniques applied to speaker identification on small datasets

E Manfron, JP Teixeira, R Minetto - International Conference on …, 2023 - Springer
In this study, we explore the capabilities of speaker recognition technology for biometric
authentication developing speaker recognition-based access control systems and serving …

Time-frequency Network for Robust Speaker Recognition

J Li, T Zhang, X Liu, L Zheng - arXiv preprint arXiv:2303.02673, 2023 - arxiv.org
The wide deployment of speech-based biometric systems usually demands high-
performance speaker recognition algorithms. However, most of the prior works for speaker …