29 citations · 34 across the 6 of their papers we have counts for
3 papers · 1 filter
Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model
Apoorv Vyas, Srikanth Madikeri, Hervé Bourlard
In this work, we investigate if the wav2vec 2.0 self-supervised pretraining helps mitigate the overfitting issues with connectionist temporal classification (CTC) training to reduc…
Automatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech
I. Kodrasi, M. Pernon, M. Laganaro +1
Automatic techniques in the context of motor speech disorders (MSDs) are typically two-class techniques aiming to discriminate between dysarthria and neurotypical speech or between…
Information Theoretic Analysis of DNN-HMM Acoustic Modeling
Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
We propose an information theoretic framework for quantitative assessment of acoustic modeling for hidden Markov model (HMM) based automatic speech recognition (ASR). Acoustic mode…