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07/27/2023
The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions
Recent work in the field of speech enhancement (SE) has involved the use...
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07/25/2023
Non Intrusive Intelligibility Predictor for Hearing Impaired Individuals using Self Supervised Speech Representations
Self-supervised speech representations (SSSRs) have been successfully ap...
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05/10/2023
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation
Commonsense knowledge is crucial to many natural language processing tas...
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04/14/2023
On Data Sampling Strategies for Training Neural Network Speech Separation Models
Speech separation remains an important area of multi-speaker signal proc...
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01/11/2023
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement
Recent work in the domain of speech enhancement has explored the use of ...
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10/27/2022
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation
Speech separation models are used for isolating individual speakers in m...
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05/17/2022
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation
Speech dereverberation is an important stage in many speech technology a...
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04/13/2022
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation
Speech dereverberation is often an important requirement in robust speec...
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03/23/2022