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09/17/2023
Zero- and Few-shot Sound Event Localization and Detection
Sound event localization and detection (SELD) systems estimate direction...
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09/06/2023
BigVSAN: Enhancing GAN-based Neural Vocoders with Slicing Adversarial Network
Generative adversarial network (GAN)-based vocoders have been intensivel...
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05/18/2023
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders
Diffusion-based speech enhancement (SE) has been investigated recently, ...
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05/11/2023
Extending Audio Masked Autoencoders Toward Audio Restoration
Audio classification and restoration are among major downstream tasks in...
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10/30/2022
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models
NLP models are susceptible to learning spurious biases (i.e., bugs) that...
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10/27/2022
A Versatile Diffusion-based Generative Refiner for Speech Enhancement
Although deep neural network (DNN)-based speech enhancement (SE) methods...
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05/16/2022
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization
One noted issue of vector-quantized variational autoencoder (VQ-VAE) is ...
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09/05/2019