Results 11 to 20 of about 37,036 (111)
U-Vectors: Generating Clusterable Speaker Embedding from Unlabeled Data
Applied Sciences, 2021 Speaker recognition deals with recognizing speakers by their speech. Most speaker recognition systems are built upon two stages, the first stage extracts low dimensional correlation embeddings from speech, and the second performs the classification task.
Muhammad Firoz Mridha +5 more
doaj +1 more source
Survey of Speaker Adaptation Methods in Speech Recognition
Jisuanji kexue yu tansuo, 2021 Speech is one of the ways of human-computer interaction, and speech recognition technology is an important part of artificial intelligence. In recent years, the application of neural network technology in the field of speech recognition has developed ...
ZHU Fangyuan, MA Zhiqiang, CHEN Yan, ZHANG Xiaoxu, WANG Hongbin, BAO Caijilahu
doaj +1 more source
Deep Speaker Recognition: Process, Progress, and Challenges
IEEE Access, 2021 Speaker recognition is related to human biometrics dealing with the identification of speakers from their speech. Speaker recognition is an active research area and being widely investigated using artificially intelligent mechanisms.
Abu Quwsar Ohi +3 more
doaj +1 more source
Applied Sciences, 2022 The performance of speaker recognition systems is very well on the datasets without noise and mismatch. However, the performance gets degraded with the environmental noises, channel variation, physical and behavioral changes in speaker.
Wondimu Lambamo +2 more
doaj +1 more source
Speaker Recognition: Progression and challenges [PDF]
مجلة التربية والعلم, 2021 Speaker recognition is one of the field topics widely used in the field of speech technology, many research works has been conducted and little progress has been made in the past five to six years, and due to the advancement of deep learning techniques ...
Yusra Al-Irahyim, Qasim Mahmood
doaj +1 more source
Speaker Recognition Systems in the Last Decade – A Survey [PDF]
Engineering and Technology Journal, 2021 Speaker Recognition Defined by the process of recognizing a person by his\her voice through specific features that extract from his\her voice signal. An Automatic Speaker recognition (ASP) is a biometric authentication system.
Ahmed M. Ahmed, Aliaa K. Hassan
doaj +1 more source
Deep ATC speaker recognition based on voiceprint aggregation [PDF]
Zhihui kongzhi yu fangzhen, 2023 For the problem of ATC speaker recognition, a method based on voiceprint feature aggregation is proposed, which could distinguish different speakers from an audio stream.
LI Yin-xuan, TANG Wen-yi, YANG Tao, WANG Xue-chuan, LI Cheng-xiang
doaj +1 more source
Variational autoencoder for prosody-based speaker recognition
ETRI Journal, 2023 This paper describes a novel end-to-end deep generative model-based speaker recognition system using prosodic features. The usefulness of variational autoencoders (VAE) in learning the speaker-specific prosody representations for the speaker recognition ...
Starlet Ben Alex, Leena Mary
doaj +1 more source
Speaker Recognition using Random Forest [PDF]
ITM Web of Conferences, 2021 Speaker identification has become a mainstream technology in the field of machine learning that involves determining the identity of a speaker from his/her speech sample.
Khadar Nawas K +2 more
doaj +1 more source
Application of Split Residual Multilevel Attention Network in Speaker Recognition
IEEE Access, 2023 Current speaker recognition systems are mainly for the combined application of network architectures and attention mechanisms, however, lightweight networks are not able to extract frame-level features of speaker speech well, and deeper and wider ...
Jiji Wang +4 more
doaj +1 more source