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Exploring the Impact of Noise and Degradations on Heart Sound Classification Models


Nov 14, 2022
Davoud Shariat Panah, Andrew Hines, Susan McKeever

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* Submitted to Computers in Biology and Medicine Journal 

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Learning Music Representations with wav2vec 2.0


Oct 27, 2022
Alessandro Ragano, Emmanouil Benetos, Andrew Hines

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* Submitted to ICASSP 2023 

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Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset


Sep 14, 2022
Michael Chinen, Jan Skoglund, Chandan K A Reddy, Alessandro Ragano, Andrew Hines

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* Preprint; accepted for Interspeech 2022 

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A Comparison of Deep Learning MOS Predictors for Speech Synthesis Quality


Apr 05, 2022
Alessandro Ragano, Emmanouil Benetos, Michael Chinen, Helard B. Martinez, Chandan K. A. Reddy, Jan Skoglund, Andrew Hines

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* Submitted to INTERSPEECH 2022 

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Exploring the influence of fine-tuning data on wav2vec 2.0 model for blind speech quality prediction


Apr 05, 2022
Helard Becerra, Alessandro Ragano, Andrew Hines

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* Submitted to Interspeech 2022 

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AQP: An Open Modular Python Platform for Objective Speech and Audio Quality Metrics


Oct 26, 2021
Jack Geraghty, Jiazheng Li, Alessandro Ragano, Andrew Hines

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* 5 pages, 3 figures, submitted to IEEE ICASSP 2022 

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More for Less: Non-Intrusive Speech Quality Assessment with Limited Annotations


Aug 19, 2021
Alessandro Ragano, Emmanouil Benetos, Andrew Hines

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* Published in 2021 13th International Conference on Quality of Multimedia Experience (QoMEX) 

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WARP-Q: Quality Prediction For Generative Neural Speech Codecs


Feb 20, 2021
Wissam A. Jassim, Jan Skoglund, Michael Chinen, Andrew Hines

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* Accepted for presentation at IEEE ICASSP 2021. Source code and data can be found on https://github.com/wjassim/WARP-Q.git 

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How deep is your encoder: an analysis of features descriptors for an autoencoder-based audio-visual quality metric


Mar 24, 2020
Helard Martinez, Andrew Hines, Mylene C. Q. Farias

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Audio Impairment Recognition Using a Correlation-Based Feature Representation


Mar 24, 2020
Alessandro Ragano, Emmanouil Benetos, Andrew Hines

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* This publication has been accepted in 2020 Twelfth International Conference on Quality of Multimedia Experience (QoMEX) 

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