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10/27/2022
CasNet: Investigating Channel Robustness for Speech Separation
Recording channel mismatch between training and testing conditions has b...
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10/27/2022
A Teacher-student Framework for Unsupervised Speech Enhancement Using Noise Remixing Training and Two-stage Inference
The lack of clean speech is a practical challenge to the development of ...
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04/01/2022
Filter-based Discriminative Autoencoders for Children Speech Recognition
Children speech recognition is indispensable but challenging due to the ...
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03/30/2022
Generation of Speaker Representations Using Heterogeneous Training Batch Assembly
In traditional speaker diarization systems, a well-trained speaker model...
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03/30/2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks
Because the performance of speech separation is excellent for speech in ...
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03/30/2022
Multi-target Filter and Detector for Unknown-number Speaker Diarization
A strong representation of a target speaker can aid in extracting import...
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03/28/2022
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition
Phonotactic constraints can be employed to distinguish languages by repr...
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03/25/2022
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition
Compensation for channel mismatch and noise interference is essential fo...
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03/25/2022
Chain-based Discriminative Autoencoders for Speech Recognition
In our previous work, we proposed a discriminative autoencoder (DcAE) fo...
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08/01/2021
SurpriseNet: Melody Harmonization Conditioning on User-controlled Surprise Contours
The surprisingness of a song is an essential and seemingly subjective fa...
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05/01/2021
AlloST: Low-resource Speech Translation without Source Transcription
The end-to-end architecture has made promising progress in speech transl...
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10/26/2020
Melody Harmonization Using Orderless NADE, Chord Balancing, and Blocked Gibbs Sampling
Coherence and interestingness are two criteria for evaluating the perfor...
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10/06/2020