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04/25/2022
Speech Detection For Child-Clinician Conversations In Danish For Low-Resource In-The-Wild Conditions: A Case Study
Use of speech models for automatic speech processing tasks can improve e...
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03/28/2022
Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages
Speech emotion recognition (SER) refers to the technique of inferring th...
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03/28/2022
Towards Transferable Speech Emotion Representation: On loss functions for cross-lingual latent representations
In recent years, speech emotion recognition (SER) has been used in wide ...
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03/10/2022
Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN Applications
Convolutional Neural Networks (CNN) are the state-of-the-art in the fiel...
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03/09/2022
Data Representativity for Machine Learning and AI Systems
Data representativity is crucial when drawing inference from data throug...
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05/05/2021
Towards Interpretable and Transferable Speech Emotion Recognition: Latent Representation Based Analysis of Features, Methods and Corpora
In recent years, speech emotion recognition (SER) has been used in wide ...
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06/02/2020
A generalized linear joint trained framework for semi-supervised learning of sparse features
The elastic-net is among the most widely used types of regularization al...
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05/30/2016