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06/10/2023
Vocoder-Free Non-Parallel Conversion of Whispered Speech With Masked Cycle-Consistent Generative Adversarial Networks
Cycle-consistent generative adversarial networks have been widely used i...
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05/30/2023
A Stutter Seldom Comes Alone – Cross-Corpus Stuttering Detection as a Multi-label Problem
Most stuttering detection and classification research has viewed stutter...
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01/09/2023
Fast and Correct Gradient-Based Optimisation for Probabilistic Programming via Smoothing
We study the foundations of variational inference, which frames posterio...
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12/04/2022
Generative Models for Improved Naturalness, Intelligibility, and Voicing of Whispered Speech
This work adapts two recent architectures of generative models and evalu...
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11/16/2022
Speaker Adaptation for End-To-End Speech Recognition Systems in Noisy Environments
We analyze the impact of speaker adaptation in end-to-end architectures ...
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10/28/2022
Dysfluencies Seldom Come Alone – Detection as a Multi-Label Problem
Specially adapted speech recognition models are necessary to handle stut...
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10/28/2022
The Importance of Speech Stimuli for Pathologic Speech Classification
Current findings show that pre-trained wav2vec 2.0 models can be success...
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10/27/2022
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?
The detection of pathologies from speech features is usually defined as ...
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06/16/2022
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children
This work aims to automatically evaluate whether the language developmen...
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06/07/2022
The Influence of Dataset Partitioning on Dysfluency Detection Systems
This paper empirically investigates the influence of different data spli...
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04/07/2022
Detecting Vocal Fatigue with Neural Embeddings
Vocal fatigue refers to the feeling of tiredness and weakness of voice d...
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04/07/2022
Detecting Dysfluencies in Stuttering Therapy Using wav2vec 2.0
Stuttering is a varied speech disorder that harms an individual's commun...
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04/29/2021
Initial Limit Datalog: a New Extensible Class of Decidable Constrained Horn Clauses
We present initial limit Datalog, a new extensible class of constrained ...
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04/08/2020
Densities of almost-surely terminating probabilistic programs are differentiable almost everywhere
We study the differential properties of higher-order statistical probabi...
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02/27/2019