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Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition
Automatic speech recognition (ASR) systems for young children are needed...
02/18/2021 ∙ by Gary Yeung, et al. ∙
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Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR
We present a bidirectional unsupervised model pre-training (UPT) method ...
02/12/2021 ∙ by Ruchao Fan, et al. ∙
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Analysis of Disfluency in Children's Speech
Disfluencies are prevalent in spontaneous speech, as shown in many studi...
10/08/2020 ∙ by Trang Tran, et al. ∙
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Speaker discrimination in humans and machines: Effects of speaking style variability
Does speaking style variation affect humans' ability to distinguish indi...
08/08/2020 ∙ by Amber Afshan, et al. ∙
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Variable frame rate-based data augmentation to handle speaking-style variability for automatic speaker verification
The effects of speaking-style variability on automatic speaker verificat...
08/08/2020 ∙ by Amber Afshan, et al. ∙
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Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification
In this paper, we propose a novel way of addressing text-dependent autom...
08/08/2020 ∙ by Vijay Ravi, et al. ∙
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Glottal Source Processing: from Analysis to Applications
The great majority of current voice technology applications relies on ac...
12/29/2019 ∙ by Thomas Drugman, et al. ∙
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Joint Robust Voicing Detection and Pitch Estimation Based on Residual Harmonics
This paper focuses on the problem of pitch tracking in noisy conditions....
12/28/2019 ∙ by Thomas Drugman, et al. ∙
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Deep neural network based i-vector mapping for speaker verification using short utterances
Text-independent speaker recognition using short utterances is a highly ...
10/16/2018 ∙ by Jinxi Guo, et al. ∙
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