41 citations
3 papers
eess.AS2022★ 41 cited
TRILLsson: Distilled Universal Paralinguistic Speech Representations
Joel Shor, Subhashini Venugopalan
Recent advances in self-supervision have dramatically improved the quality of speech representations. However, deployment of state-of-the-art embedding models on devices has been r…
cs.SD2021★ 34 cited
Universal Paralinguistic Speech Representations Using Self-Supervised Conformers
Joel Shor, Aren Jansen, Wei Han +2
Many speech applications require understanding aspects beyond the words being spoken, such as recognizing emotion, detecting whether the speaker is wearing a mask, or distinguishin…
eess.IV2021★ 33 cited
Deep Unfolding with Normalizing Flow Priors for Inverse Problems
Xinyi Wei, Hans van Gorp, Lizeth Gonzalez Carabarin +3
Many application domains, spanning from computational photography to medical imaging, require recovery of high-fidelity images from noisy, incomplete or partial/compressed measurem…