Authors
Georg Heigold, Ignacio Moreno, Samy Bengio, Noam Shazeer
Publication date
2016/3/20
Conference
2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Pages
5115-5119
Publisher
IEEE
Description
Abstract In this paper we present a data-driven, integrated approach to speaker verification,
which maps a test utterance and a few reference utterances directly to a single score for
verification and jointly optimizes the system's components using the same evaluation
protocol and metric as at test time. Such an approach will result in simple and efficient
systems, requiring little domainspecific knowledge and making few model assumptions. We
implement the idea by formulating the problem as a single neural network architecture, ...
Total citations
20163
Scholar articles
G Heigold, I Moreno, S Bengio, N Shazeer - 2016 IEEE International Conference on Acoustics, …, 2016