Results 21 to 30 of about 37,036 (111)

Enhancing Biometric Speaker Recognition Through MFCC Feature Extraction and Polar Codes for Remote Application

open access: yesIEEE Access, 2023
While extensive research has been conducted in the field of biometrics, particularly in face and fingerprint recognition, remote speaker recognition has yet to gain global acceptance due to challenges related to accuracy and data integrity.
Nilashree Wankhede, Sushama Wagh
doaj   +1 more source

Automatic Speaker Recognition based on Gabor Features and Convolutional Neural Networks [PDF]

open access: yesمجله مدل سازی در مهندسی, 2023
Human voice contains characteristics such as: ethnicity, gender, feelings, age and other information, and speaker recognition identifies people based on their voice.
Abdolreza Rashno   +2 more
doaj   +1 more source

WAVELETS FOR SPEAKER RECOGNITION USING GMM CLASSIFIER

open access: yesInternational Journal of Advances in Signal and Image Sciences, 2017
Speaker recognition plays an important role in a biometric based identification of the person using the information available in their speech signals.
Keerthi Anand V D
doaj   +1 more source

A high-performance text-independent speaker identification of Arabic speakers using a CHMM-based approach

open access: yesAlexandria Engineering Journal, 2011
This paper reports an approach that depends on Continuous Hidden Markov Models (CHMMs) to identify Arabic speakers automatically from their voices. The Mel-Frequency Cepstral Coefficients (MFCCs) were selected to describe the speech signal.
Hesham Tolba
doaj   +1 more source

Deep Learning and Fourier Transform for Speaker Recognition(DLFSR) [PDF]

open access: yesFayoum University Journal of Engineering
Automatic Speaker recognition (ASR) and verification have gained increased visibility and significance in society as speech technology. Speaker recognition has undergone a revolution due to deep learning techniques, specifically deep neural networks ...
Taqwa Sayed, Amr Gody, Sayed Muhammad
doaj   +1 more source

Real-time multilingual speech recognition and speaker diarization system based on Whisper segmentation [PDF]

open access: yesPeerJ Computer Science
This research presents the development of a cutting-edge real-time multilingual speech recognition and speaker diarization system that leverages OpenAI’s Whisper model. The system specifically addresses the challenges of automatic speech recognition (ASR)
Ke-Ming Lyu   +2 more
doaj   +2 more sources

Automatic Speaker Recognition Dependency on Both the Shape of Auditory Critical Bands and Speaker Discriminative MFCCs

open access: yesAdvances in Electrical and Computer Engineering, 2015
Accuracy of an automatic speaker recognition system predominantly depends on speaker models and features that are used. An influence of the shape of auditory critical bands and a contribution of individual components of MFCC-based feature vectors are ...
JOKIC, I.   +3 more
doaj   +1 more source

Speaker recognition based on auditory impression: The role of familiarity with the speaker and language [PDF]

open access: yesNBP: Nauka, bezbednost, policija
Speech is a fundamental means of interpersonal communication. Speaker identification based on voice and speech can be analysed through two perspectives, expert listening by trained phoneticians, for the purpose of forensic speaker identification, and by ...
Šešum Mia   +3 more
doaj   +1 more source

Combined Bidirectional Long Short-Term Memory with Mel-Frequency Cepstral Coefficients Using Autoencoder for Speaker Recognition

open access: yesApplied Sciences, 2023
Recently, neural network technology has shown remarkable progress in speech recognition, including word classification, emotion recognition, and identity recognition. This paper introduces three novel speaker recognition methods to improve accuracy.
Young-Long Chen   +3 more
doaj   +1 more source

A new study on text-related speaker recognition

open access: yes上海师范大学学报. 自然科学版, 2017
In the study of text-related speaker recognition,it is to include the identity recognition as well as the speech text recognition.This paper proposes a new kind of text-related speaker recognition method based on the speech recognition.The model built by
Zhou Lei, Long Yanhua, Wei Haoran
doaj   +1 more source

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