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Schedule as of May 16, 2022 - subject to change

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LIVESTREAMS : A and B


ON DEMAND VIDEOS (previous days)
 
Thursday May 28, 2026 9:00am - 9:30am CEST
This paper introduces a novel approach for generating a
lower layer in multichannel audio upmixing, addressing a
gap in existing methods that primarily focus on mid; top
layers. Leveraging Harmonic-Percussive Separation (HPS),
the proposed framework dynamically adjusts key parameters
(separation factor, harmonic attenuation,; phase shift)
to enhance percussive components while diffusing harmonic
elements. We compared three neural network architectures
for this task: LSTM, TCN,; Transformer. Experimental
results show comparable perceptual quality; objective
metrics across all models, with the TCN being the most
balanced; suitable for deployment on edge devices.
Authors
ES

Ema Souza-Blanes

Samsung Research America
LM

Luis Madrid

Samsung Research Tijuana
avatar for Thaddeus Páez

Thaddeus Páez

Research Engineer, Samsung Research Tijuana
Research Engineer at Samsung Mexico.
Thursday May 28, 2026 9:00am - 9:30am CEST
Aud 43 Technical University of Denmark Asmussens Alle, Building 303A DK-2800 Kgs. Lyngby Denmark

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