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06/27/2022
Audio Similarity is Unreliable as a Proxy for Audio Quality
Many audio processing tasks require perceptual assessment. However, the ...
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06/24/2022
SAQAM: Spatial Audio Quality Assessment Metric
Audio quality assessment is critical for assessing the perceptual realis...
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06/24/2022
Speech Quality Assessment through MOS using Non-Matching References
Human judgments obtained through Mean Opinion Scores (MOS) are the most ...
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03/06/2022
HEAR 2021: Holistic Evaluation of Audio Representations
What audio embedding approach generalizes best to a wide range of downst...
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09/16/2021
NORESQA – A Framework for Speech Quality Assessment using Non-Matching References
The perceptual task of speech quality assessment (SQA) is a challenging ...
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05/29/2021
DPLM: A Deep Perceptual Spatial-Audio Localization Metric
Subjective evaluations are critical for assessing the perceptual realism...
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02/09/2021
CDPAM: Contrastive learning for perceptual audio similarity
Many speech processing methods based on deep learning require an automat...
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01/13/2020
A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences
Assessment of many audio processing tasks relies on subjective evaluatio...
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10/31/2017
Tumor Classification and Segmentation of MR Brain Images
The diagnosis and segmentation of tumors using any medical diagnostic to...
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10/30/2017
Content-based Representations of audio using Siamese neural networks
In this paper, we focus on the problem of content-based retrieval for au...
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10/28/2017