VLSI design for SVM-based speaker verification system
JC Wang, LX Lian, YY Lin… - IEEE transactions on very …, 2014 - ieeexplore.ieee.org
… the chip implementation of a support vector machine (SVM)-based speaker verification system.
… The experimental results reveal that using more support vectors may slightly improve the …
… The experimental results reveal that using more support vectors may slightly improve the …
SVM‐Based Speaker Verification System for Match‐on‐Card and Its Hardware Implementation
… In this paper, we propose a speaker verification algorithm using a support vector machine
(SVM… A support vector machine (SVM), pioneered by Vapnik [13], is an example of a universal …
(SVM… A support vector machine (SVM), pioneered by Vapnik [13], is an example of a universal …
Real-time speaker verification system implemented on reconfigurable hardware
R Ramos-Lara, M López-García… - Journal of Signal …, 2013 - Springer
… Furthermore, Support Vector Machine (SVM) is one of the most interesting matching …
implementation of a whole MFCC-SVM speaker verification system based on dedicated hardware. …
implementation of a whole MFCC-SVM speaker verification system based on dedicated hardware. …
SVM speaker verification system based on a low-cost FPGA
R Ramos-Lara, M López-García… - … Conference on Field …, 2009 - ieeexplore.ieee.org
… Besides, these devices allow the design of complex digital systems with outstanding … This
paper presents the implementation of a SVM (Support Vector Machines) speaker verification …
paper presents the implementation of a SVM (Support Vector Machines) speaker verification …
The Hardware Implementation of Speaker Verification System Using Support Vector Machine
BH Hwang, WY Choi, DS Moon, SB Pan… - Proceedings of the …, 2003 - koreascience.kr
… 91 553 z 9l (speaker verification)] … SRAM의 0501h ~ 0520h에 저장되어 있던 Lagrange
Multiplier의 값을 읽어와 32번째 bit가 0인 data에 대응하는 Samplevector를 Support Vector라 둔다. …
Multiplier의 값을 읽어와 32번째 bit가 0인 data에 대응하는 Samplevector를 Support Vector라 둔다. …
FPGA implementation of support vector machine based isolated digit recognition system
J Manikandan, B Venkataramani… - … on VLSI Design, 2009 - ieeexplore.ieee.org
… recognition accuracy and the hardware resources utilized. Both the schemes proposed result
in 100% recognition … used for speaker verification and speaker authentication applications. …
in 100% recognition … used for speaker verification and speaker authentication applications. …
Hardware-based support vector machine for phoneme classification
… presents the design of a digital hardware implementation based on Support Vector Machines
(SVMs), … In this research, a digital hardware implementation for a multi-speaker phoneme …
(SVMs), … In this research, a digital hardware implementation for a multi-speaker phoneme …
GMM-Based Speaker Verification System with Hardware MFCC in SoC Design
TH Tsai, CL Wang - Multimedia Tools and Applications, 2024 - Springer
… speakers for verification. In this paper, we propose a text-dependent speaker verification
system and its hardware implementation … implementation of MFCC and support vector machine (…
system and its hardware implementation … implementation of MFCC and support vector machine (…
Hardware architectures for embedded speaker recognition applications: a survey
… It has a time complexity O(KN), where K is the input vector dimension and N is the codebook
size. We find also the Support Vector Machine (SVM) algorithm [Campbell et al. 2006], …
size. We find also the Support Vector Machine (SVM) algorithm [Campbell et al. 2006], …
Speech recognition: increasing efficiency of support vector machines
… a biometric identity system using Support Vector Machines(SVMs) and Lindear Discriminant
Analysis(LDA) with MFCCs and implementing such system in real-time using SignalWAVE. …
Analysis(LDA) with MFCCs and implementing such system in real-time using SignalWAVE. …