93 citations · 314 across the 37 of their papers we have counts for
3 papers · 1 filter
Semi-Autoregressive Streaming ASR With Label Context
Siddhant Arora, George Saon, Shinji Watanabe +1
Non-autoregressive (NAR) modeling has gained significant interest in speech processing since these models achieve dramatically lower inference time than autoregressive (AR) models…
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages
Andrew Rouditchenko, Sameer Khurana, Samuel Thomas +6
Recent models such as XLS-R and Whisper have made multilingual speech technologies more accessible by pre-training on audio from around 100 spoken languages each. However, there ar…
High-Dimensional Smoothed Entropy Estimation via Dimensionality Reduction
Kristjan Greenewald, Brian Kingsbury, Yuancheng Yu
We study the problem of overcoming exponential sample complexity in differential entropy estimation under Gaussian convolutions. Specifically, we consider the estimation of the dif…