Speaker identification through artificial intelligence techniques: A comprehensive review and research challenges
Speech is a powerful medium of communication that always convey rich and useful
information, such as gender, accent, and other unique characteristics of a speaker. These …
information, such as gender, accent, and other unique characteristics of a speaker. These …
A survey of speaker recognition: Fundamental theories, recognition methods and opportunities
Humans can identify a speaker by listening to their voice, over the telephone, or on any
digital devices. Acquiring this congenital human competency, authentication technologies …
digital devices. Acquiring this congenital human competency, authentication technologies …
A generic framework for efficient subspace clustering of high-dimensional data
Subspace clustering has been investigated extensively since traditional clustering
algorithms often fail to detect meaningful clusters in high-dimensional data spaces. Many …
algorithms often fail to detect meaningful clusters in high-dimensional data spaces. Many …
[PDF][PDF] Improved closed set text-independent speaker identification by combining MFCC with evidence from flipped filter banks
A state of the art Speaker Identification (SI) system requires a robust feature extraction unit
followed by a speaker modeling scheme for generalized representation of these features …
followed by a speaker modeling scheme for generalized representation of these features …
Speech recognition using a wavelet packet adaptive network based fuzzy inference system
In this paper, an expert speech recognition system is presented. This paper especially deals
with the combination of feature extraction and classification for real speech signals. A …
with the combination of feature extraction and classification for real speech signals. A …
Corpora for the evaluation of speaker recognition systems
Using standard speech corpora for development and evaluation has proven to be very
valuable in promoting progress in speech and speaker recognition research. In this paper …
valuable in promoting progress in speech and speaker recognition research. In this paper …
[PDF][PDF] Improved text-independent speaker identification using fused MFCC & IMFCC feature sets based on Gaussian filter
A state of the art Speaker Identification (SI) system requires a robust feature extraction unit
followed by a speaker modeling scheme for generalized representation of these features …
followed by a speaker modeling scheme for generalized representation of these features …
Feature selection using singular value decomposition and QR factorization with column pivoting for text-independent speaker identification
Selection of features is one of the important tasks in the application like Speaker
Identification (SI) and other pattern recognition problems. When multiple features are …
Identification (SI) and other pattern recognition problems. When multiple features are …
[كتاب][B] A new database for speaker recognition
In this paper we discuss properties of speech databases used for speaker recognition
research and evaluation, and we characterize some popular standard databases. The paper …
research and evaluation, and we characterize some popular standard databases. The paper …
A deep learning approach for robust speaker identification using chroma energy normalized statistics and mel frequency cepstral coefficients
Speech signals used for training and testing may vary due to mismatch in the environment or
variation in the channel used or due to the physiological changes of the speaker. The …
variation in the channel used or due to the physiological changes of the speaker. The …