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03/04/2023
Requirements for Mass Adoption of Assistive Listening Technology by the General Public
Assistive listening systems (ALSs) dramatically increase speech intellig...
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02/17/2023
Smoothly Giving up: Robustness for Simple Models
There is a growing need for models that are interpretable and have reduc...
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01/30/2023
Active Sequential Two-Sample Testing
Two-sample testing tests whether the distributions generating two sample...
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11/17/2022
Robust Vocal Quality Feature Embeddings for Dysphonic Voice Detection
Approximately 1.2 As a result, automatic dysphonic voice detection has a...
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10/17/2022
TorchDIVA: An Extensible Computational Model of Speech Production built on an Open-Source Machine Learning Library
The DIVA model is a computational model of speech motor control that com...
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03/24/2022
Does human speech follow Benford's Law?
Researchers have observed that the frequencies of leading digits in many...
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11/17/2021
A label efficient two-sample test
Two-sample tests evaluate whether two samples are realizations of the sa...
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04/22/2021
Restoring degraded speech via a modified diffusion model
There are many deterministic mathematical operations (e.g. compression, ...
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11/19/2020
Finding the Homology of Decision Boundaries with Active Learning
Accurately and efficiently characterizing the decision boundary of class...
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01/07/2020
Regularization via Structural Label Smoothing
Regularization is an effective way to promote the generalization perform...
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11/26/2019
Robust Estimation of Hypernasality in Dysarthria with Acoustic Model Likelihood Features
Hypernasality is a common characteristic symptom across many motor-speec...
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11/26/2019
Robust Estimation of Hypernasality in Dysarthria
Hypernasality is a common symptom across many motor-speech disorders. Fo...
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06/04/2019
A Review of Language and Speech Features for Cognitive-Linguistic Assessment
It is widely accepted that information derived from analyzing speech (th...
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04/24/2019
Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder
Several studies have shown that speech and language features, automatica...
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11/16/2018
Investigating the Effects of Word Substitution Errors on Sentence Embeddings
A key initial step in several natural language processing (NLP) tasks in...
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08/04/2018
Triplet Network with Attention for Speaker Diarization
In automatic speech processing systems, speaker diarization is a crucial...
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07/04/2018
Investigating the role of L1 in automatic pronunciation evaluation of L2 speech
Automatic pronunciation evaluation plays an important role in pronunciat...
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04/23/2018
A Discriminative Acoustic-Prosodic Approach for Measuring Local Entrainment
Acoustic-prosodic entrainment describes the tendency of humans to align ...
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04/19/2018
Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression
Deep learning algorithms have shown tremendous success in many recogniti...
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02/21/2017
Direct estimation of density functionals using a polynomial basis
A number of fundamental quantities in statistical signal processing and ...
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05/16/2016
Reducing the Model Order of Deep Neural Networks Using Information Theory
Deep neural networks are typically represented by a much larger number o...
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12/19/2014
Empirically Estimable Classification Bounds Based on a New Divergence Measure
Information divergence functions play a critical role in statistics and ...
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08/06/2014
