Herve Bourlard | DeepAI

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Featured Co-authors

Petr Motlicek
27 publications
Milos Cernak
24 publications
Juan Zuluaga-Gomez
21 publications
Srikanth Madikeri
13 publications
Pranay Dighe
11 publications
Philip N. Garner
11 publications
Apoorv Vyas
9 publications
Lesly Miculicich
7 publications
Afsaneh Asaei
5 publications
Dhananjay Ram
5 publications
Sibo Tong
3 publications

∙ 04/06/2021

Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model

In this work, we investigate if the wav2vec 2.0 self-supervised pretrain...

0 Apoorv Vyas, et al. ∙

∙ 12/28/2020

Lattice-Free MMI Adaptation Of Self-Supervised Pretrained Acoustic Models

In this work, we propose lattice-free MMI (LFMMI) for supervised adaptat...

0 Apoorv Vyas, et al. ∙

∙ 10/07/2020

Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models

We present a simple wrapper that is useful to train acoustic models in P...

0 Srikanth Madikeri, et al. ∙

∙ 11/19/2019

Neural Network based End-to-End Query by Example Spoken Term Detection

This paper focuses on the problem of query by example spoken term detect...

0 Dhananjay Ram, et al. ∙

∙ 06/30/2019

Multilingual Bottleneck Features for Query by Example Spoken Term Detection

State of the art solutions to query by example spoken term detection (Qb...

0 Dhananjay Ram, et al. ∙

∙ 11/27/2017

Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model

Phoneme-based multilingual training and different cross-lingual adaptati...

0 Sibo Tong, et al. ∙

∙ 08/29/2017

Information Theoretic Analysis of DNN-HMM Acoustic Modeling

We propose an information theoretic framework for quantitative assessmen...

0 Pranay Dighe, et al. ∙

∙ 10/18/2016

Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models

Conventional deep neural networks (DNN) for speech acoustic modeling rel...

0 Pranay Dighe, et al. ∙

∙ 01/22/2016

Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition

We propose to model the acoustic space of deep neural network (DNN) clas...

0 Pranay Dighe, et al. ∙

∙ 01/21/2016

On Structured Sparsity of Phonological Posteriors for Linguistic Parsing

The speech signal conveys information on different time scales from shor...

0 Milos Cernak, et al. ∙

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