research
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06/28/2022
Learning from human perception to improve automatic speaker verification in style-mismatched conditions
Our prior experiments show that humans and machines seem to employ diffe...
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research
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06/28/2022
Attention-based conditioning methods using variable frame rate for style-robust speaker verification
We propose an approach to extract speaker embeddings that are robust to ...
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06/30/2021
Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models
Scores from traditional confidence classifiers (CCs) in automatic speech...
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02/12/2021
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 ...
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08/08/2020
Speaker discrimination in humans and machines: Effects of speaking style variability
Does speaking style variation affect humans' ability to distinguish indi...
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08/08/2020
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...
research
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08/08/2020