A review on speaker recognition: Technology and challenges

RM Hanifa, K Isa, S Mohamad - Computers & Electrical Engineering, 2021 - Elsevier
Voice is a behavioral biometric that conveys information related to a person's traits, such as
the speaker's ethnicity, age, gender, and feeling. Speaker recognition deals with recognizing …

Low-power audio keyword spotting using tsetlin machines

J Lei, T Rahman, R Shafik, A Wheeldon… - Journal of Low Power …, 2021 - mdpi.com
The emergence of artificial intelligence (AI) driven keyword spotting (KWS) technologies has
revolutionized human to machine interaction. Yet, the challenge of end-to-end energy …

[PDF][PDF] A survey on speaker recognition with various feature extraction and classification techniques

JB Ramgire, SM Jagdale - International Research Journal of …, 2016 - academia.edu
Speech processing is more popular day by day for providing immense security.
Authentication purpose speech is widely used. Speaker recognition is the process which …

Pattern analysis based acoustic signal processing: a survey of the state-of-art

J Chaki - International Journal of Speech Technology, 2021 - Springer
Audio signal processing is the most challenging field in the current era for an analysis of an
audio signal. Audio signal classification (ASC) comprises of generating appropriate features …

Speech recognition in a dialog system: From conventional to deep processing: A case study applied to Spanish

A Becerra, JI De La Rosa, E González - Multimedia Tools and Applications, 2018 - Springer
The aim of this paper is to illustrate an overview of the automatic speech recognition (ASR)
module in a spoken dialog system and how it has evolved from the conventional GMM-HMM …

Speaker identification based on hybrid feature extraction techniques

FE Abualadas, AM Zeki, MS Al-Ani… - International Journal of …, 2019 - search.proquest.com
One of the most exciting areas of signal processing is speech processing; speech contains
many features or characteristics that can discriminate the identity of the person. The human …

GMM-UBM modeling for speaker recognition on a Romanian large speech corpora

AL Georgescu, H Cucu - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
In recent years, non-intrusive biometric identification systems have evolved very quickly.
Their main advantage over classical systems, based on usernames and passwords, is the …

Comparative analysis on different cepstral features for speaker identification recognition

RM Hanifa, K Isa, S Mohamad - 2020 IEEE Student Conference …, 2020 - ieeexplore.ieee.org
Speaker recognition is an Artificial Intelligent (AI) technology that lets the machine to
process, interpret and respond to human language. In this work, the recorded speech …

A comparison and contrast of the various feature extraction techniques in speaker recognition

J Joshy, K Sambyo - International Journal of Signal Processing, Image …, 2016 - earticle.net
Speaker Recognition and Verification is becoming one of the widely used forms of biometric
authentication in today's scenario where remembering strings of textual passwords and …

Overview of machine learners in classifying of speech signals

HK Palo, L Sarangi - Handbook of research on emerging trends and …, 2020 - igi-global.com
Abstract Machine learning (ML) remains a buzzword during the last few decades due to the
requirement of a huge amount of data for adequate processing, the continuously surfacing of …