Speaker recognition based on deep learning: An overview
Speaker recognition is a task of identifying persons from their voices. Recently, deep
learning has dramatically revolutionized speaker recognition. However, there is lack of …
learning has dramatically revolutionized speaker recognition. However, there is lack of …
Deep spoken keyword spotting: An overview
Spoken keyword spotting (KWS) deals with the identification of keywords in audio streams
and has become a fast-growing technology thanks to the paradigm shift introduced by deep …
and has become a fast-growing technology thanks to the paradigm shift introduced by deep …
Disentangling voice and content with self-supervision for speaker recognition
For speaker recognition, it is difficult to extract an accurate speaker representation from
speech because of its mixture of speaker traits and content. This paper proposes a …
speech because of its mixture of speaker traits and content. This paper proposes a …
The ASVspoof 2017 challenge: Assessing the limits of replay spoofing attack detection
The ASVspoof initiative was created to promote the development of countermeasures which
aim to protect automatic speaker verification (ASV) from spoofing attacks. The first …
aim to protect automatic speaker verification (ASV) from spoofing attacks. The first …
Spoofing and countermeasures for speaker verification: A survey
While biometric authentication has advanced significantly in recent years, evidence shows
the technology can be susceptible to malicious spoofing attacks. The research community …
the technology can be susceptible to malicious spoofing attacks. The research community …
Cn-celeb: multi-genre speaker recognition
Research on speaker recognition is extending to address the vulnerability in the wild
conditions, among which genre mismatch is perhaps the most challenging, for instance …
conditions, among which genre mismatch is perhaps the most challenging, for instance …
Conditional generative adversarial networks for speech enhancement and noise-robust speaker verification
Improving speech system performance in noisy environments remains a challenging task,
and speech enhancement (SE) is one of the effective techniques to solve the problem …
and speech enhancement (SE) is one of the effective techniques to solve the problem …
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 …
Speaker identification features extraction methods: A systematic review
Speaker Identification (SI) is the process of identifying the speaker from a given utterance by
comparing the voice biometrics of the utterance with those utterance models stored …
comparing the voice biometrics of the utterance with those utterance models stored …