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20182025
most citedExploring the Best Loss Function for DNN-Based Low-latency Speech Enhancement with Temporal Convolutional Networks

43 citations · 51 across the 8 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.SD2021

Generalized Spoofing Detection Inspired from Audio Generation Artifacts

Yang Gao, Tyler Vuong, Mahsa Elyasi +2

State-of-the-art methods for audio generation suffer from fingerprint artifacts and repeated inconsistencies across temporal and spectral domains. Such artifacts could be well capt…

eess.AS2021

A Modulation-Domain Loss for Neural-Network-based Real-time Speech Enhancement

Tyler Vuong, Yangyang Xia, Richard M. Stern

We describe a modulation-domain loss function for deep-learning-based speech enhancement systems. Learnable spectro-temporal receptive fields (STRFs) were adapted to optimize for a…