29 citations · 29 across the 1 of their papers we have counts for
3 papers
eess.AS2020
Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models
Srikanth Madikeri, Sibo Tong, Juan Zuluaga-Gomez +3
We present a simple wrapper that is useful to train acoustic models in PyTorch using Kaldi's LF-MMI training framework. The wrapper, called pkwrap (short form of PyTorch kaldi wrap…
cs.LG2019
A Bayesian Approach to Recurrence in Neural Networks
Philip N. Garner, Sibo Tong
We begin by reiterating that common neural network activation functions have simple Bayesian origins. In this spirit, we go on to show that Bayes's theorem also implies a simple re…
eess.AS2017★ 29 cited
Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model
Sibo Tong, Philip N. Garner, Hervé Bourlard
Multilingual models for Automatic Speech Recognition (ASR) are attractive as they have been shown to benefit from more training data, and better lend themselves to adaptation to un…