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01/21/2023
New Challenges for Content Privacy in Speech and Audio
Privacy in speech and audio has many facets. A particularly under-develo...
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11/24/2022
Shortcut Removal for Improved OOD-Generalization
Machine learning is a data-driven discipline, and learning success is la...
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03/28/2022
Attacker Attribution of Audio Deepfakes
Deepfakes are synthetically generated media often devised with malicious...
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02/21/2022
Same Cause; Different Effects in the Brain
To study information processing in the brain, neuroscientists manipulate...
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12/11/2021
Behavior measures are predicted by how information is encoded in an individual's brain
Similar to how differences in the proficiency of the cardiovascular and ...
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06/23/2021
Speech is Silver, Silence is Golden: What do ASVspoof-trained Models Really Learn?
We present our analysis of a significant data artifact in the official 2...
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05/04/2021
Exploring Disentanglement with Multilingual and Monolingual VQ-VAE
This work examines the content and usefulness of disentangled phone and ...
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10/21/2020
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm
We present a new approach to disentangle speaker voice and phone content...
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05/16/2020
Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction
Vector Quantized Variational AutoEncoders (VQ-VAE) are a powerful repres...
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02/28/2020
Comparison of Speech Representations for Automatic Quality Estimation in Multi-Speaker Text-to-Speech Synthesis
We aim to characterize how different speakers contribute to the perceive...
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09/23/2019