Livescu, Karen

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

Self-supervised speech representation learning: A review

Mohamed, A., Lee, H.-Y., Borgholt, L., Havtorn, J. D., Edin, J., Igel, C., Kirchhoff, K., Li, S.-W., Livescu, K., Maaløe, L., et al. (2022) · IEEE Journal of Selected Topics in Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 372

Layer-Wise Analysis of a Self-Supervised Speech Representation Model

Pasad, A., Chou, J.-C., & Livescu, K. (2021) · 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 262

Differential Representation of Articulatory Gestures and Phonemes in Precentral and Inferior Frontal Gyri

Mugler, E. M., Tate, M. C., Livescu, K., Templer, J. W., Goldrick, M. A., & Slutzky, M. W. (2018) · The Journal of Neuroscience

Neurobiology of Language and BilingualismPhonetics and Phonology Research

Cited by 96

Deep Variational Canonical Correlation Analysis

Wang, W., Yan, X., Lee, H., & Livescu, K. (2016) · arXiv

Statistical Methods and ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 89