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Speaker recognition by machines and humans: A tutorial review
Identifying a person by his or her voice is an important human trait most take for granted in
natural human-to-human interaction/communication. Speaking to someone over the …
natural human-to-human interaction/communication. Speaking to someone over the …
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 …
Speech emotion recognition from spectrograms with deep convolutional neural network
This paper presents a method for speech emotion recognition using spectrograms and deep
convolutional neural network (CNN). Spectrograms generated from the speech signals are …
convolutional neural network (CNN). Spectrograms generated from the speech signals are …
An overview of text-independent speaker recognition: From features to supervectors
This paper gives an overview of automatic speaker recognition technology, with an
emphasis on text-independent recognition. Speaker recognition has been studied actively …
emphasis on text-independent recognition. Speaker recognition has been studied actively …
[PDF][PDF] Speaker identification on the SCOTUS corpus
This paper reports the results of our experiments on speaker identification in the SCOTUS
corpus, which includes oral arguments from the Supreme Court of the United States. Our …
corpus, which includes oral arguments from the Supreme Court of the United States. Our …
You can hear but you cannot steal: Defending against voice impersonation attacks on smartphones
Voice, as a convenient and efficient way of information delivery, has a significant advantage
over the conventional keyboard-based input methods, especially on small mobile devices …
over the conventional keyboard-based input methods, especially on small mobile devices …
Fault diagnosis of power transformer based on support vector machine with genetic algorithm
S Fei, X Zhang - Expert Systems with Applications, 2009 - Elsevier
Diagnosis of potential faults concealed inside power transformers is the key of ensuring
stable electrical power supply to consumers. Support vector machine (SVM) is a new …
stable electrical power supply to consumers. Support vector machine (SVM) is a new …
Darwin phones: the evolution of sensing and inference on mobile phones
We present Darwin, an enabling technology for mobile phone sensing that combines
collaborative sensing and classification techniques to reason about human behavior and …
collaborative sensing and classification techniques to reason about human behavior and …
Extraction and representation of prosodic features for language and speaker recognition
In this paper, we propose a new approach for extracting and representing prosodic features
directly from the speech signal. We hypothesize that prosody is linked to linguistic units such …
directly from the speech signal. We hypothesize that prosody is linked to linguistic units such …
Event-based instantaneous fundamental frequency estimation from speech signals
Exploiting the impulse-like nature of excitation in the sequence of glottal cycles, a method is
proposed to derive the instantaneous fundamental frequency from speech signals. The …
proposed to derive the instantaneous fundamental frequency from speech signals. The …