Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions

no code implementations • 31 Jan 2020 • Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik

Emotion plays an essential role in human-to-human communication, enabling us to convey feelings such as happiness, frustration, and sincerity.

Natural Language Understanding speech-recognition +1

Articulatory Features for ASR of Pathological Speech

no code implementations • 28 Jul 2018 • Emre Yilmaz, Vikramjit Mitra, Chris Bartels, Horacio Franco

In this work, we investigate the joint use of articulatory and acoustic features for automatic speech recognition (ASR) of pathological speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Articulatory information and Multiview Features for Large Vocabulary Continuous Speech Recognition

no code implementations • 16 Feb 2018 • Vikramjit Mitra, Wen Wang, Chris Bartels, Horacio Franco, Dimitra Vergyri

This paper explores the use of multi-view features and their discriminative transforms in a convolutional deep neural network (CNN) architecture for a continuous large vocabulary speech recognition task.

speech-recognition Speech Recognition