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06/16/2023
Investigating the Utility of Surprisal from Large Language Models for Speech Synthesis Prosody
This paper investigates the use of word surprisal, a measure of the pred...
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05/19/2023
North Sámi Dialect Identification with Self-supervised Speech Models
The North Sámi (NS) language encapsulates four primary dialectal variant...
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04/25/2023
What does BERT learn about prosody?
Language models have become nearly ubiquitous in natural language proces...
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11/03/2022
Speech-based emotion recognition with self-supervised models using attentive channel-wise correlations and label smoothing
When recognizing emotions from speech, we encounter two common problems:...
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10/15/2022
Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations
Self-supervised learning of speech representations from large amounts of...
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06/29/2020
Prosodic Prominence and Boundaries in Sequence-to-Sequence Speech Synthesis
Recent advances in deep learning methods have elevated synthetic speech ...
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08/06/2019