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08/24/2023
Emotion-Aligned Contrastive Learning Between Images and Music
Traditional music search engines rely on retrieval methods that match na...
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04/17/2023
Signal Processing Grand Challenge 2023 – e-Prevention: Sleep Behavior as an Indicator of Relapses in Psychotic Patients
This paper presents the approach and results of USC SAIL's submission to...
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10/28/2022
On the Role of Visual Context in Enriching Music Representations
Human perception and experience of music is highly context-dependent. Co...
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10/28/2022
Multimodal Estimation of Change Points of Physiological Arousal in Drivers
Detecting unsafe driving states, such as stress, drowsiness, and fatigue...
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07/10/2022
Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning
Papilledema is an ophthalmic neurologic disorder in which increased intr...
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02/20/2022
Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation
The study of Music Cognition and neural responses to music has been inva...
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02/13/2021
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms
Sound Event Detection and Audio Classification tasks are traditionally a...
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10/30/2020
Multiscale Fractal Analysis of Stimulated EEG Signals with Application to Emotion Classification
Emotion Recognition from EEG signals has long been researched as it can ...
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11/28/2019
