Toward language-agnostic speech emotion recognition
S Ntalampiras - Journal of the Audio Engineering Society, 2020 - aes.org
Interestingly, several researchers have employed generative modeling methods for SER.
The usage of Gaussian mixture modeling (GMM) with a universal background model was …
The usage of Gaussian mixture modeling (GMM) with a universal background model was …
Transfer learning for improved audio-based human activity recognition
S Ntalampiras, I Potamitis - Biosensors, 2018 - mdpi.com
Human activities are accompanied by characteristic sound events, the processing of which
might provide valuable information for automated human activity recognition. This paper …
might provide valuable information for automated human activity recognition. This paper …
Voice based automatic person identification system using vector quantization
This paper presents the design, implementation, and evaluation of a research work for
developing an automatic person identification system using voice biometric. The developed …
developing an automatic person identification system using voice biometric. The developed …
Discriminative preprocessing of speech: towards improving biometric authentication
D Wu - 2006 - publikationen.sulb.uni-saarland.de
In the context of the SecurePhone project, a multimodal user authentication system was
developed for implementation on a PDA. Extending this system, we investigate biometric …
developed for implementation on a PDA. Extending this system, we investigate biometric …
Development of Partially Supervised Kernel-based Proximity Clustering Frameworks and Their Applications
D Graves - 2011 - era.library.ualberta.ca
The focus of this study is the development and evaluation of a new partially supervised
learning framework. This framework belongs to an emerging field in machine learning that …
learning framework. This framework belongs to an emerging field in machine learning that …