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06/02/2023
Efficient Spoken Language Recognition via Multilabel Classification
Spoken language recognition (SLR) is the task of automatically identifyi...
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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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04/28/2022
Music Enhancement via Image Translation and Vocoding
Consumer-grade music recordings such as those captured by mobile devices...
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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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10/05/2021
Neural Pitch-Shifting and Time-Stretching with Controllable LPCNet
Modifying the pitch and timing of an audio signal are fundamental audio ...
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09/02/2021
Controllable deep melody generation via hierarchical music structure representation
Recent advances in deep learning have expanded possibilities to generate...
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02/16/2021
Context-Aware Prosody Correction for Text-Based Speech Editing
Text-based speech editors expedite the process of editing speech recordi...
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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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02/06/2021
High Order Numerical Homogenization for Dissipative Ordinary Differential Equations
We propose a high order numerical homogenization method for dissipative ...
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08/09/2020
Metric Learning vs Classification for Disentangled Music Representation Learning
Deep representation learning offers a powerful paradigm for mapping inpu...
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08/09/2020
Disentangled Multidimensional Metric Learning for Music Similarity
Music similarity search is useful for a variety of creative tasks such a...
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08/07/2020
Controllable Neural Prosody Synthesis
Speech synthesis has recently seen significant improvements in fidelity,...
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06/10/2020
HiFi-GAN: High-Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
Real-world audio recordings are often degraded by factors such as noise,...
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04/15/2020
F0-consistent many-to-many non-parallel voice conversion via conditional autoencoder
Non-parallel many-to-many voice conversion remains an interesting but ch...
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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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06/04/2019