29 citations · 34 across the 6 of their papers we have counts for
4 papers · 1 filter
Automatic dysarthric speech detection exploiting pairwise distance-based convolutional neural networks
P. Janbakhshi, I. Kodrasi, H. Bourlard
Automatic dysarthric speech detection can provide reliable and cost-effective computer-aided tools to assist the clinical diagnosis and management of dysarthria. In this paper we p…
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…
Neural Network based End-to-End Query by Example Spoken Term Detection
Dhananjay Ram, Lesly Miculicich, Hervé Bourlard
This paper focuses on the problem of query by example spoken term detection (QbE-STD) in zero-resource scenario. State-of-the-art approaches primarily rely on dynamic time warping…
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…