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David C. Atkins

2 accepted papers

2019

Improving the Prediction of Therapist Behaviors in Addiction Counseling by Exploiting Class Confusions

ICASSP 2019accepted

In this work we address the problem of joint prosodic and lexical behavioral annotation for addiction counseling. We expand on past work that employed Recurrent Neural Networks (RNNs) on multimodal features by grouping and classifying subsets of classes. We propose two implementations: One is hierar…

Cited by 0SourceScholar
2019

Role Specific Lattice Rescoring for Speaker Role Recognition from Speech Recognition Outputs

ICASSP 2019accepted

The language patterns followed by different speakers who play specific roles in conversational interactions provide valuable cues for the task of Speaker Role Recognition (SRR). Given the speech signal, existing algorithms typically try to find such patterns in the output of an Automatic Speech Reco…

Cited by 0SourceScholar