Search Results for author: Somer Bishop

Found 3 papers, 1 papers with code

Phone Duration Modeling for Speaker Age Estimation in Children

no code implementations3 Sep 2021 Prashanth Gurunath Shivakumar, Somer Bishop, Catherine Lord, Shrikanth Narayanan

In this paper, we propose features specific to children and focus on speaker's phone duration as an important biomarker of children's age.

Age Estimation regression

Designing Neural Speaker Embeddings with Meta Learning

1 code implementation31 Jul 2020 Manoj Kumar, Tae Jin-Park, Somer Bishop, Shrikanth Narayanan

Our experiments illustrate the applicability of meta-learning as a generalized learning paradigm for training deep neural speaker embeddings.

Audio and Speech Processing Sound

Learning Domain Invariant Representations for Child-Adult Classification from Speech

no code implementations25 Oct 2019 Rimita Lahiri, Manoj Kumar, Somer Bishop, Shrikanth Narayanan

Diagnostic procedures for ASD (autism spectrum disorder) involve semi-naturalistic interactions between the child and a clinician.

Binary Classification General Classification

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