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02/20/2023
Emphasizing Unseen Words: New Vocabulary Acquisition for End-to-End Speech Recognition
Due to the dynamic nature of human language, automatic speech recognitio...
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12/14/2022
Disentangling Prosody Representations with Unsupervised Speech Reconstruction
Human speech can be characterized by different components, including sem...
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11/16/2022
Data Augmentation with Unsupervised Speaking Style Transfer for Speech Emotion Recognition
Currently, the performance of Speech Emotion Recognition (SER) systems i...
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02/27/2022
A Multimodal German Dataset for Automatic Lip Reading Systems and Transfer Learning
Large datasets as required for deep learning of lip reading do not exist...
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12/09/2021
LipSound2: Self-Supervised Pre-Training for Lip-to-Speech Reconstruction and Lip Reading
The aim of this work is to investigate the impact of crossmodal self-sup...
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05/17/2020